{ "schema_version": "civic-analytics-aggregate-v1", "meta": { "snapshot_at_utc": "2026-10-18T01:34:30.904957+00:00", "snapshot_display_new_york": "October 17, 2026 · 9:34 p.m. EDT", "article_date_min": "2026-06-01", "article_date_max": "2026-06-30", "current_month": "2026-06", "month_complete": false, "canonical_month_articles": 26648, "policy_eligible_month_articles": 26637, "saved_fraction_of_canonical_month_pct": 33.9237, "policy": "english-document-usable-v3", "schema": "civic15-v1", "model": "gpt-6-luna", "prompt_sha256": "2c1c057c4ceab2338be52e65e6a44661a9e8c163745fbc9c87a9f5882044cf14", "schema_contract": "civic-15-fields-2026-09-29", "cache_profile": "static-prefix-v1", "reasoning_effort": "medium", "output_cap": 3072, "unit": "One extracted main action per structurally valid article; one output per article.", "review_note": "Structurally valid means the schema and mechanical evidence checks passed. It does not certify translation fidelity, semantic accuracy, human gold, or scientific acceptance.", "notes": [ "The frozen completed-and-saved checkpoint is the analysis population. Forty active requests and later unverified outcomes are excluded.", "June records are selected by deterministic identity hash, not chronological day. A June 1–30 publication-date span does not mean the month or any day is complete.", "The source corpus is a frozen archive of civic-selected articles. These are descriptive model-coded frequencies, not a representative measure of national opinion or outlet ideology.", "Publication country is provenance. Government country is the incumbent-government anchor inferred in the output. They are distinct fields.", "Publication-country value ALL identifies an international or multi-country source grouping, not a country. There are 66 country codes plus this grouping (67 publication-country groups).", "Axis 0 combines no clear direction, mixed evidence, and insufficient evidence; null is noncodable. Neither is an error or proof of neutrality.", "Primary action uses tags[0]. All-tag mentions and q flags are multiple-response counts; each percentage uses strict-valid articles and may sum above 100%.", "Actor and target categories describe entity roles. Institutional roles do not automatically identify government support or opposition.", "react records the precipitating action type, not a public reaction. Literal actor, action, target and evidence text stays private.", "Country, source and role profiles are independent groupings. Small samples and changing composition prevent causal or population-trend claims.", "Historical original-field pilots and earlier diagnostic profiles are excluded to preserve the common production definition." ] }, "summary": { "saved": 9040, "valid": 8890, "failures": 150, "mechanical_failures": 149, "api_failures": 1, "active": 40, "submitted": 9080, "publication_countries": 66, "publication_country_groups": 67, "international_scope_valid": 286, "source_domains": 253, "government_countries": 111, "actor_present": 7507, "target_present": 5546, "trigger_present": 1003, "no_action": 483, "codable": { "align": 8340, "rep": 8341, "frame": 8514 }, "reviewed_valid": 59, "unreviewed_valid": 8831, "bootstrap_saved": 40, "bootstrap_valid": 39, "rolling_saved": 9000, "rolling_valid": 8851 }, "distributions": { "align": [ { "key": "-1", "count": 913, "pct": 10.27 }, { "key": "0", "count": 6459, "pct": 72.6547 }, { "key": "1", "count": 968, "pct": 10.8886 }, { "key": "null", "count": 550, "pct": 6.1867 } ], "rep": [ { "key": "-1", "count": 975, "pct": 10.9674 }, { "key": "0", "count": 6757, "pct": 76.0067 }, { "key": "1", "count": 609, "pct": 6.8504 }, { "key": "null", "count": 549, "pct": 6.1755 } ], "frame": [ { "key": "-1", "count": 434, "pct": 4.8819 }, { "key": "0", "count": 7721, "pct": 86.8504 }, { "key": "1", "count": 359, "pct": 4.0382 }, { "key": "null", "count": 376, "pct": 4.2295 } ], "ac": [ { "key": "C", "count": 1520, "pct": 17.0979 }, { "key": "null", "count": 1389, "pct": 15.6243 }, { "key": "A", "count": 1126, "pct": 12.6659 }, { "key": "F", "count": 829, "pct": 9.3251 }, { "key": "G", "count": 752, "pct": 8.4589 }, { "key": "D", "count": 424, "pct": 4.7694 }, { "key": "W", "count": 405, "pct": 4.5557 }, { "key": "V", "count": 391, "pct": 4.3982 }, { "key": "K", "count": 390, "pct": 4.387 }, { "key": "B", "count": 361, "pct": 4.0607 }, { "key": "U", "count": 281, "pct": 3.1609 }, { "key": "H", "count": 236, "pct": 2.6547 }, { "key": "E", "count": 194, "pct": 2.1822 }, { "key": "I", "count": 138, "pct": 1.5523 }, { "key": "J", "count": 131, "pct": 1.4736 }, { "key": "T", "count": 84, "pct": 0.9449 }, { "key": "N", "count": 63, "pct": 0.7087 }, { "key": "L", "count": 46, "pct": 0.5174 }, { "key": "R", "count": 46, "pct": 0.5174 }, { "key": "P", "count": 26, "pct": 0.2925 }, { "key": "M", "count": 25, "pct": 0.2812 }, { "key": "O", "count": 22, "pct": 0.2475 }, { "key": "S", "count": 6, "pct": 0.0675 }, { "key": "Q", "count": 5, "pct": 0.0562 } ], "tc": [ { "key": "null", "count": 3356, "pct": 37.7503 }, { "key": "U", "count": 1145, "pct": 12.8796 }, { "key": "C", "count": 1127, "pct": 12.6772 }, { "key": "A", "count": 583, "pct": 6.5579 }, { "key": "W", "count": 395, "pct": 4.4432 }, { "key": "V", "count": 334, "pct": 3.757 }, { "key": "D", "count": 331, "pct": 3.7233 }, { "key": "G", "count": 287, "pct": 3.2283 }, { "key": "H", "count": 209, "pct": 2.351 }, { "key": "B", "count": 189, "pct": 2.126 }, { "key": "F", "count": 179, "pct": 2.0135 }, { "key": "T", "count": 173, "pct": 1.946 }, { "key": "P", "count": 139, "pct": 1.5636 }, { "key": "K", "count": 85, "pct": 0.9561 }, { "key": "O", "count": 85, "pct": 0.9561 }, { "key": "I", "count": 72, "pct": 0.8099 }, { "key": "E", "count": 65, "pct": 0.7312 }, { "key": "L", "count": 40, "pct": 0.4499 }, { "key": "R", "count": 29, "pct": 0.3262 }, { "key": "J", "count": 24, "pct": 0.27 }, { "key": "S", "count": 14, "pct": 0.1575 }, { "key": "N", "count": 13, "pct": 0.1462 }, { "key": "M", "count": 10, "pct": 0.1125 }, { "key": "Q", "count": 6, "pct": 0.0675 } ], "gov": [ { "key": "IND", "count": 1249, "pct": 14.0495 }, { "key": "NGA", "count": 766, "pct": 8.6164 }, { "key": "UKR", "count": 629, "pct": 7.0754 }, { "key": "COL", "count": 574, "pct": 6.4567 }, { "key": "null", "count": 375, "pct": 4.2182 }, { "key": "BGD", "count": 338, "pct": 3.802 }, { "key": "TUR", "count": 331, "pct": 3.7233 }, { "key": "ZAF", "count": 233, "pct": 2.6209 }, { "key": "COD", "count": 211, "pct": 2.3735 }, { "key": "IDN", "count": 197, "pct": 2.216 }, { "key": "ARM", "count": 194, "pct": 2.1822 }, { "key": "IRQ", "count": 191, "pct": 2.1485 }, { "key": "ALB", "count": 178, "pct": 2.0022 }, { "key": "ECU", "count": 175, "pct": 1.9685 }, { "key": "ZMB", "count": 174, "pct": 1.9573 }, { "key": "XKX", "count": 166, "pct": 1.8673 }, { "key": "HUN", "count": 157, "pct": 1.766 }, { "key": "KGZ", "count": 143, "pct": 1.6085 }, { "key": "DOM", "count": 121, "pct": 1.3611 }, { "key": "GHA", "count": 118, "pct": 1.3273 }, { "key": "SSD", "count": 118, "pct": 1.3273 }, { "key": "BOL", "count": 117, "pct": 1.3161 }, { "key": "ZWE", "count": 107, "pct": 1.2036 }, { "key": "LKA", "count": 95, "pct": 1.0686 }, { "key": "RUS", "count": 95, "pct": 1.0686 }, { "key": "HND", "count": 85, "pct": 0.9561 }, { "key": "TUN", "count": 82, "pct": 0.9224 }, { "key": "MKD", "count": 77, "pct": 0.8661 }, { "key": "PRY", "count": 75, "pct": 0.8436 }, { "key": "PER", "count": 72, "pct": 0.8099 }, { "key": "USA", "count": 71, "pct": 0.7987 }, { "key": "LBR", "count": 70, "pct": 0.7874 }, { "key": "UGA", "count": 68, "pct": 0.7649 }, { "key": "KEN", "count": 67, "pct": 0.7537 }, { "key": "MDA", "count": 66, "pct": 0.7424 }, { "key": "SRB", "count": 66, "pct": 0.7424 }, { "key": "GTM", "count": 64, "pct": 0.7199 }, { "key": "CRI", "count": 59, "pct": 0.6637 }, { "key": "ETH", "count": 55, "pct": 0.6187 }, { "key": "PAK", "count": 53, "pct": 0.5962 }, { "key": "LBY", "count": 49, "pct": 0.5512 }, { "key": "SLV", "count": 49, "pct": 0.5512 }, { "key": "AGO", "count": 46, "pct": 0.5174 }, { "key": "UZB", "count": 46, "pct": 0.5174 }, { "key": "MRT", "count": 38, "pct": 0.4274 }, { "key": "KAZ", "count": 35, "pct": 0.3937 }, { "key": "CMR", "count": 33, "pct": 0.3712 }, { "key": "MOZ", "count": 33, "pct": 0.3712 }, { "key": "MWI", "count": 31, "pct": 0.3487 }, { "key": "BFA", "count": 29, "pct": 0.3262 }, { "key": "ISR", "count": 29, "pct": 0.3262 }, { "key": "KHM", "count": 29, "pct": 0.3262 }, { "key": "PAN", "count": 28, "pct": 0.315 }, { "key": "IRN", "count": 27, "pct": 0.3037 }, { "key": "MEX", "count": 27, "pct": 0.3037 }, { "key": "GBR", "count": 23, "pct": 0.2587 }, { "key": "NPL", "count": 23, "pct": 0.2587 }, { "key": "NIC", "count": 18, "pct": 0.2025 }, { "key": "SEN", "count": 17, "pct": 0.1912 }, { "key": "MLI", "count": 16, "pct": 0.18 }, { "key": "BEN", "count": 14, "pct": 0.1575 }, { "key": "AZE", "count": 11, "pct": 0.1237 }, { "key": "BLR", "count": 11, "pct": 0.1237 }, { "key": "RWA", "count": 11, "pct": 0.1237 }, { "key": "GEO", "count": 10, "pct": 0.1125 }, { "key": "ESP", "count": 8, "pct": 0.09 }, { "key": "NER", "count": 8, "pct": 0.09 }, { "key": "DEU", "count": 7, "pct": 0.0787 }, { "key": "TZA", "count": 7, "pct": 0.0787 }, { "key": "MYS", "count": 6, "pct": 0.0675 }, { "key": "SLB", "count": 6, "pct": 0.0675 }, { "key": "BRA", "count": 5, "pct": 0.0562 }, { "key": "FRA", "count": 5, "pct": 0.0562 }, { "key": "ARG", "count": 4, "pct": 0.045 }, { "key": "CAN", "count": 4, "pct": 0.045 }, { "key": "CHN", "count": 4, "pct": 0.045 }, { "key": "EGY", "count": 4, "pct": 0.045 }, { "key": "KWT", "count": 4, "pct": 0.045 }, { "key": "LBN", "count": 4, "pct": 0.045 }, { "key": "VEN", "count": 4, "pct": 0.045 }, { "key": "GRC", "count": 3, "pct": 0.0337 }, { "key": "MAR", "count": 3, "pct": 0.0337 }, { "key": "ROU", "count": 3, "pct": 0.0337 }, { "key": "DNK", "count": 2, "pct": 0.0225 }, { "key": "DZA", "count": 2, "pct": 0.0225 }, { "key": "JAM", "count": 2, "pct": 0.0225 }, { "key": "KOR", "count": 2, "pct": 0.0225 }, { "key": "SUR", "count": 2, "pct": 0.0225 }, { "key": "SVK", "count": 2, "pct": 0.0225 }, { "key": "SYR", "count": 2, "pct": 0.0225 }, { "key": "AFG", "count": 1, "pct": 0.0112 }, { "key": "AUS", "count": 1, "pct": 0.0112 }, { "key": "BDI", "count": 1, "pct": 0.0112 }, { "key": "BGR", "count": 1, "pct": 0.0112 }, { "key": "CHE", "count": 1, "pct": 0.0112 }, { "key": "CIV", "count": 1, "pct": 0.0112 }, { "key": "CUB", "count": 1, "pct": 0.0112 }, { "key": "CZE", "count": 1, "pct": 0.0112 }, { "key": "GNQ", "count": 1, "pct": 0.0112 }, { "key": "IRL", "count": 1, "pct": 0.0112 }, { "key": "ITA", "count": 1, "pct": 0.0112 }, { "key": "JOR", "count": 1, "pct": 0.0112 }, { "key": "JPN", "count": 1, "pct": 0.0112 }, { "key": "MNE", "count": 1, "pct": 0.0112 }, { "key": "NAM", "count": 1, "pct": 0.0112 }, { "key": "PHL", "count": 1, "pct": 0.0112 }, { "key": "PRK", "count": 1, "pct": 0.0112 }, { "key": "PSE", "count": 1, "pct": 0.0112 }, { "key": "SOM", "count": 1, "pct": 0.0112 }, { "key": "TGO", "count": 1, "pct": 0.0112 }, { "key": "TJK", "count": 1, "pct": 0.0112 }, { "key": "VNM", "count": 1, "pct": 0.0112 } ], "primary_tag": [ { "key": "other_act", "count": 934, "pct": 10.5062 }, { "key": "urge_call", "count": 722, "pct": 8.1215 }, { "key": "court_rule", "count": 579, "pct": 6.5129 }, { "key": "meet_cooperate", "count": 547, "pct": 6.153 }, { "key": "announce_declare", "count": 539, "pct": 6.063 }, { "key": "arrest_detain", "count": 496, "pct": 5.5793 }, { "key": "null", "count": 483, "pct": 5.4331 }, { "key": "condemn_accuse", "count": 380, "pct": 4.2745 }, { "key": "elect_vote", "count": 374, "pct": 4.207 }, { "key": "lethal_violence", "count": 369, "pct": 4.1507 }, { "key": "support_endorse", "count": 337, "pct": 3.7908 }, { "key": "propose_discuss", "count": 293, "pct": 3.2958 }, { "key": "investigate_raid", "count": 256, "pct": 2.8796 }, { "key": "nonlethal_violence", "count": 247, "pct": 2.7784 }, { "key": "protest_march", "count": 240, "pct": 2.6997 }, { "key": "resign_dismiss", "count": 236, "pct": 2.6547 }, { "key": "security_operation", "count": 229, "pct": 2.5759 }, { "key": "warn_threaten", "count": 186, "pct": 2.0922 }, { "key": "impose_restrict", "count": 169, "pct": 1.901 }, { "key": "deny_reject", "count": 141, "pct": 1.5861 }, { "key": "legislate_pass", "count": 130, "pct": 1.4623 }, { "key": "sue_litigate", "count": 130, "pct": 1.4623 }, { "key": "charge_prosecute", "count": 121, "pct": 1.3611 }, { "key": "disagree_oppose", "count": 111, "pct": 1.2486 }, { "key": "agreement_sign", "count": 90, "pct": 1.0124 }, { "key": "sanction_penalize", "count": 71, "pct": 0.7987 }, { "key": "policy_decree", "count": 70, "pct": 0.7874 }, { "key": "petition_campaign", "count": 60, "pct": 0.6749 }, { "key": "fund_assist", "count": 51, "pct": 0.5737 }, { "key": "revoke_abolish", "count": 47, "pct": 0.5287 }, { "key": "expose_debunk", "count": 45, "pct": 0.5062 }, { "key": "negotiate_mediate", "count": 39, "pct": 0.4387 }, { "key": "deport_expel", "count": 35, "pct": 0.3937 }, { "key": "fraud_corruption", "count": 30, "pct": 0.3375 }, { "key": "strike_block", "count": 21, "pct": 0.2362 }, { "key": "budget_tax", "count": 14, "pct": 0.1575 }, { "key": "revert_overturn", "count": 14, "pct": 0.1575 }, { "key": "ban_disperse", "count": 13, "pct": 0.1462 }, { "key": "censorship_takedown", "count": 11, "pct": 0.1237 }, { "key": "pressure_boycott", "count": 9, "pct": 0.1012 }, { "key": "invade_occupy", "count": 8, "pct": 0.09 }, { "key": "arm_mobilization", "count": 5, "pct": 0.0562 }, { "key": "conspire_collude", "count": 4, "pct": 0.045 }, { "key": "spy_surveil", "count": 4, "pct": 0.045 } ], "react": [ { "key": "null", "count": 7887, "pct": 88.7177 }, { "key": "other_act", "count": 143, "pct": 1.6085 }, { "key": "condemn_accuse", "count": 86, "pct": 0.9674 }, { "key": "sue_litigate", "count": 74, "pct": 0.8324 }, { "key": "urge_call", "count": 74, "pct": 0.8324 }, { "key": "court_rule", "count": 61, "pct": 0.6862 }, { "key": "investigate_raid", "count": 56, "pct": 0.6299 }, { "key": "lethal_violence", "count": 56, "pct": 0.6299 }, { "key": "announce_declare", "count": 54, "pct": 0.6074 }, { "key": "nonlethal_violence", "count": 49, "pct": 0.5512 }, { "key": "protest_march", "count": 29, "pct": 0.3262 }, { "key": "security_operation", "count": 28, "pct": 0.315 }, { "key": "arrest_detain", "count": 25, "pct": 0.2812 }, { "key": "impose_restrict", "count": 25, "pct": 0.2812 }, { "key": "elect_vote", "count": 22, "pct": 0.2475 }, { "key": "warn_threaten", "count": 19, "pct": 0.2137 }, { "key": "propose_discuss", "count": 18, "pct": 0.2025 }, { "key": "petition_campaign", "count": 17, "pct": 0.1912 }, { "key": "meet_cooperate", "count": 16, "pct": 0.18 }, { "key": "policy_decree", "count": 16, "pct": 0.18 }, { "key": "legislate_pass", "count": 15, "pct": 0.1687 }, { "key": "disagree_oppose", "count": 14, "pct": 0.1575 }, { "key": "charge_prosecute", "count": 13, "pct": 0.1462 }, { "key": "fraud_corruption", "count": 13, "pct": 0.1462 }, { "key": "expose_debunk", "count": 11, "pct": 0.1237 }, { "key": "deny_reject", "count": 9, "pct": 0.1012 }, { "key": "invade_occupy", "count": 9, "pct": 0.1012 }, { "key": "revoke_abolish", "count": 8, "pct": 0.09 }, { "key": "strike_block", "count": 8, "pct": 0.09 }, { "key": "support_endorse", "count": 8, "pct": 0.09 }, { "key": "resign_dismiss", "count": 7, "pct": 0.0787 }, { "key": "agreement_sign", "count": 3, "pct": 0.0337 }, { "key": "negotiate_mediate", "count": 3, "pct": 0.0337 }, { "key": "spy_surveil", "count": 3, "pct": 0.0337 }, { "key": "arm_mobilization", "count": 2, "pct": 0.0225 }, { "key": "ban_disperse", "count": 2, "pct": 0.0225 }, { "key": "budget_tax", "count": 2, "pct": 0.0225 }, { "key": "sanction_penalize", "count": 2, "pct": 0.0225 }, { "key": "deport_expel", "count": 1, "pct": 0.0112 }, { "key": "fund_assist", "count": 1, "pct": 0.0112 }, { "key": "pressure_boycott", "count": 1, "pct": 0.0112 } ], "q": [ { "key": "none", "count": 7615, "pct": 85.658 }, { "key": "claim", "count": 631, "pct": 7.0979 }, { "key": "no_action", "count": 483, "pct": 5.4331 }, { "key": "multi_action", "count": 99, "pct": 1.1136 }, { "key": "gov_unclear", "count": 73, "pct": 0.8211 } ], "all_tag_mentions": [ { "key": "other_act", "count": 936, "pct": 10.5287 }, { "key": "urge_call", "count": 744, "pct": 8.369 }, { "key": "court_rule", "count": 582, "pct": 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"deny_reject": 1 }, "react": { "pressure_boycott": 1 }, "q": { "none": 1 }, "all_tag_mentions": { "deny_reject": 1 }, "codable": { "align": 1, "rep": 1, "frame": 1 } } ], "sensitivity": { "known_review_counts": { "no_concrete_conflict_identified": 38, "adjudication": 14, "clear_prompt_rule_conflict": 7 }, "valid_reviewed": 59, "mechanical_reviewed": 1, "variants": [ { "key": "all_valid", "excluded": 0, "valid": 8890, "distributions": { "align": [ { "key": "-1", "count": 913, "pct": 10.27 }, { "key": "0", "count": 6459, "pct": 72.6547 }, { "key": "1", "count": 968, "pct": 10.8886 }, { "key": "null", "count": 550, "pct": 6.1867 } ], "rep": [ { "key": "-1", "count": 975, "pct": 10.9674 }, { "key": "0", "count": 6757, "pct": 76.0067 }, { "key": "1", "count": 609, "pct": 6.8504 }, { "key": "null", "count": 549, "pct": 6.1755 } ], "frame": [ { "key": "-1", "count": 434, "pct": 4.8819 }, { "key": "0", "count": 7721, "pct": 86.8504 }, { "key": "1", "count": 359, "pct": 4.0382 }, { "key": "null", "count": 376, "pct": 4.2295 } ] }, "codable": { "align": 8340, "rep": 8341, "frame": 8514 } }, { "key": "exclude_known_clear", "excluded": 7, "valid": 8883, "distributions": { "align": [ { "key": "-1", "count": 912, "pct": 10.2668 }, { "key": "0", "count": 6454, "pct": 72.6556 }, { "key": "1", "count": 967, "pct": 10.886 }, { "key": "null", "count": 550, "pct": 6.1916 } ], "rep": [ { "key": "-1", "count": 974, "pct": 10.9648 }, { "key": "0", "count": 6751, "pct": 75.9991 }, { "key": "1", "count": 609, "pct": 6.8558 }, { "key": "null", "count": 549, "pct": 6.1803 } ], "frame": [ { "key": "-1", "count": 433, "pct": 4.8745 }, { "key": "0", "count": 7715, "pct": 86.8513 }, { "key": "1", "count": 359, "pct": 4.0414 }, { "key": "null", "count": 376, "pct": 4.2328 } ] }, "codable": { "align": 8333, "rep": 8334, "frame": 8507 } }, { "key": "exclude_known_clear_and_adjudication", "excluded": 21, "valid": 8869, "distributions": { "align": [ { "key": "-1", "count": 912, "pct": 10.283 }, { "key": "0", "count": 6444, "pct": 72.6576 }, { "key": "1", "count": 964, "pct": 10.8693 }, { "key": "null", "count": 549, "pct": 6.1901 } ], "rep": [ { "key": "-1", "count": 974, "pct": 10.9821 }, { "key": "0", "count": 6743, "pct": 76.0289 }, { "key": "1", "count": 604, "pct": 6.8102 }, { "key": "null", "count": 548, "pct": 6.1788 } ], "frame": [ { "key": "-1", "count": 433, "pct": 4.8822 }, { "key": "0", "count": 7704, "pct": 86.8644 }, { "key": "1", "count": 357, "pct": 4.0253 }, { "key": "null", "count": 375, "pct": 4.2282 } ] }, "codable": { "align": 8320, "rep": 8321, "frame": 8494 } } ], "note": "Bounded assistant reviews cover 59 strict-valid outputs plus one mechanical failure; they are not human gold or a representative accuracy estimate. Exclusions test only already-known review flags and leave all original labels unchanged." }, "missingness": { "act": 483, "actor": 1383, "ac": 1389, "target": 3344, "tc": 3356, "gov": 375, "react": 7887, "align": 550, "rep": 549, "frame": 376, "rep_ev": 7306, "frame_ev": 8097 }, "missingness_note": "These are null counts. Evidence fields are required to be null for zero/null labels; their nulls are not missing required evidence. A null trigger does not prove no precipitating event occurred.", "quality_flags": { "model_output_q": [ { "key": "none", "count": 7615, "pct": 85.658 }, { "key": "claim", "count": 631, "pct": 7.0979 }, { "key": "no_action", "count": 483, "pct": 5.4331 }, { "key": "multi_action", "count": 99, "pct": 1.1136 }, { "key": "gov_unclear", "count": 73, "pct": 0.8211 } ], "input_screen_warnings": [ { "key": "selected_body_less_than_quarter_original", "count": 1717, "pct": 18.9934 }, { "key": "title_detector_uncertain", "count": 1703, "pct": 18.8385 }, { "key": "short_or_unpunctuated_body_nonblocking", "count": 1078, "pct": 11.9248 }, { "key": "short_body_under100_chars", "count": 58, "pct": 0.6416 }, { "key": "body_detector_uncertain_nonblocking", "count": 43, "pct": 0.4757 }, { "key": "title_detector_non_english", "count": 1, "pct": 0.0111 } ], "input_screen_denominator": 9040, "note": "Model q flags, automatic input-screen warnings and human/assistant review dispositions are distinct; none is a calibrated confidence score." }, "insights": [ { "title": "Political direction is more frequent than editorial direction", "text": "1,881 of 8,340 codable actions (22.6%) have nonzero alignment; 793 of 8,514 (9.3%) have nonzero editorial framing. Different dimensions capture different signals.", "numerator": 1881, "denominator": 8340 }, { "title": "Reported political action often has no clear editorial direction", "text": "Among 1,881 actions with directional alignment, 1,476 (78.5%) have frame=0. Coverage of political support or opposition does not itself establish editorial endorsement.", "numerator": 1476, "denominator": 1881 }, { "title": "Reputational direction has its own denominator", "text": "1,584 of 8,341 codable articles (19.0%) have a nonzero reputational implication. These are textual implications for the incumbent government, not measured changes in public reputation.", "numerator": 1584, "denominator": 8341 }, { "title": "Alignment and reputation can point in different directions", "text": "125 of 966 articles with both dimensions nonzero (12.9%) have opposite signs. Inspect the cross-tab instead of treating the dimensions as one sentiment scale.", "numerator": 125, "denominator": 966 }, { "title": "Coverage remains an incomplete month", "text": "The 9,040 saved outcomes cover 33.9% of 26,648 canonical June articles. Publication dates span June 1–30, but the hash-ranked production pass is still incomplete.", "numerator": 9040, "denominator": 26648 }, { "title": "Unfavorable implications do not require negative editorial framing", "text": "678 of 975 articles with rep=-1 (69.5%) have frame=0. A reported action can have an unfavorable implication for the incumbent without clear anti-incumbent presentation in the article's own voice.", "numerator": 678, "denominator": 975 } ] }