{"id":"W4211138078","doi":"10.3917/pox.134.0007","title":"La réforme, le chiffrage, son modèle et ses données","year":2022,"lang":"fr","type":"article","venue":"Politix","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005588375,0.0008233791,0.001113606,0.002212975,0.002024692,0.00747833,0.001474808,0.003149865,0.01519434],"category_scores_gemma":[0.02147252,0.0005630997,0.001615351,0.003859505,0.007656123,0.008824604,0.002544006,0.005463457,0.001663345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009682128,"about_ca_system_score_gemma":0.005675842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02996378,"about_ca_topic_score_gemma":0.02132146,"domain_scores_codex":[0.9948406,0.002985667,0.0002033411,0.000567085,0.00106424,0.0003390174],"domain_scores_gemma":[0.9887009,0.008104918,0.000912185,0.001202661,0.0008989777,0.0001804815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001609343,0.00002413922,0.0004289439,0.0001147228,0.00002095794,0.0000284756,0.0006710512,0.00449786,0.00003191843,0.981804,0.002312903,0.01004905],"study_design_scores_gemma":[0.0000331974,0.00007827029,0.001758034,0.0006087392,0.00004555206,0.0001488775,0.001352981,0.01612607,0.0005247472,0.7920517,0.1872124,0.00005950527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06576511,0.04627799,0.3020361,0.1247179,0.001413335,0.0001844804,0.001213155,0.0003193719,0.4580727],"genre_scores_gemma":[0.862014,0.03005036,0.052178,0.003995592,0.001003086,0.0005358482,0.0005913239,0.000243229,0.04938859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02996378,"threshold_uncertainty_score":0.07024914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05780063616794816,"score_gpt":0.3172463503016196,"score_spread":0.2594457141336714,"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."}}