{"id":"W2792719630","doi":"10.3917/pox.120.0087","title":"Looking for a model and finding a mirror","year":2018,"lang":"fr","type":"article","venue":"Politix","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005750808,0.0006598419,0.0008542561,0.00158679,0.003496791,0.009168591,0.002591773,0.004112393,0.01555011],"category_scores_gemma":[0.02178283,0.0005269078,0.001377315,0.001494974,0.01027993,0.01862574,0.004884731,0.004252673,0.001752436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006874226,"about_ca_system_score_gemma":0.006788595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100211,"about_ca_topic_score_gemma":0.008903533,"domain_scores_codex":[0.9955359,0.00228577,0.0001362993,0.001049873,0.0005476757,0.0004445423],"domain_scores_gemma":[0.9929414,0.003187879,0.0009346675,0.001662776,0.0008167778,0.0004565881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000162189,0.00001821649,0.001028604,0.0000433328,0.00001847137,0.0001156491,0.002803741,0.00104409,0.00008856811,0.9889151,0.001519903,0.004388032],"study_design_scores_gemma":[0.00001627623,0.00002053803,0.0005002685,0.0001051236,0.0000188674,0.00009484433,0.004033793,0.008340111,0.0001483376,0.9676591,0.01904553,0.00001723216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1385021,0.002549781,0.3851885,0.1323961,0.001086975,0.0002110907,0.0004522121,0.000564851,0.3390483],"genre_scores_gemma":[0.9238253,0.0007913504,0.05971859,0.002154024,0.0001059297,0.000159031,0.0001837529,0.0002248566,0.01283711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01555011,"threshold_uncertainty_score":0.05202031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4273163265016294,"score_gpt":0.527622401308347,"score_spread":0.1003060748067176,"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."}}