{"id":"W3025023339","doi":"10.7202/1063097ar","title":"Recherche \"POLEART\"","year":2011,"lang":"fr","type":"article","venue":"Sens public","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Sociology; Political science; Anthropology; Ethnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01938143,0.002181712,0.002370876,0.003699162,0.005858289,0.01645466,0.003853205,0.0113829,0.0524905],"category_scores_gemma":[0.06370635,0.0007924942,0.002579678,0.003375396,0.006684269,0.0123899,0.007000348,0.01860123,0.02245297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01232703,"about_ca_system_score_gemma":0.01487662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02666829,"about_ca_topic_score_gemma":0.01501625,"domain_scores_codex":[0.9685915,0.01403855,0.001462271,0.003705086,0.01073291,0.001469605],"domain_scores_gemma":[0.9630235,0.01811276,0.001546689,0.00329159,0.01216639,0.001858969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002626233,0.00008670479,0.0003979579,0.001416856,0.00007756698,0.0005480931,0.003817167,0.0001773712,0.001483866,0.1721726,0.7611432,0.05841609],"study_design_scores_gemma":[0.00002377919,0.00001392651,0.0004721899,0.0004073028,0.00001483711,0.0002158201,0.0005272463,0.0001028806,0.0006947189,0.006654527,0.9908529,0.0000199176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004411439,0.1080671,0.01178129,0.417832,0.2106422,0.0003455846,0.003253971,0.001624269,0.2420422],"genre_scores_gemma":[0.09071115,0.08427343,0.01555929,0.1533455,0.1035198,0.00173902,0.004965852,0.003336521,0.5425494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0524905,"threshold_uncertainty_score":0.1755982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8822178521786281,"score_gpt":0.5459571782931175,"score_spread":0.3362606738855106,"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."}}