{"id":"W6999337771","doi":"","title":"Canada Election 2025 -[english] french and english debates","year":2025,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Federal election; General election; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003290465,0.001899472,0.00170067,0.002098443,0.00008397394,0.0004219954,0.001989481,0.0004540916,0.01342073],"category_scores_gemma":[0.001251647,0.001940944,0.0004469264,0.0004731649,0.0007679267,0.0001865082,0.001814593,0.002310565,0.001067649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005328768,"about_ca_system_score_gemma":0.002001505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780767,"about_ca_topic_score_gemma":0.9944397,"domain_scores_codex":[0.9925876,0.0008535078,0.001239686,0.002572915,0.001043698,0.001702568],"domain_scores_gemma":[0.9956904,0.00109281,0.0008688517,0.00132472,0.0003031101,0.0007201119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002259529,0.000153286,0.002561245,0.0004159692,0.001473609,0.0001896235,0.003058257,0.000008127115,0.0001173296,0.002265574,0.9889784,0.0005526069],"study_design_scores_gemma":[0.001349176,0.0002743248,0.001703753,0.002886667,0.0003332569,0.00003091744,0.0001524458,0.001346522,0.0006823338,0.001323665,0.9882538,0.001663114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006513598,0.001609553,0.002220457,0.00007366565,0.004576114,0.001538172,0.008085373,0.00129917,0.9799461],"genre_scores_gemma":[0.0193792,0.0003438421,0.001044892,0.0004810877,0.002331044,0.0002529631,0.002877005,0.001572554,0.9717174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01872784,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005682599298458405,"score_gpt":0.2125140125586589,"score_spread":0.2068314132602005,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}