{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005886677,0.0001168953,0.0001302681,0.00007362333,0.0004591036,0.00005121565,0.0002565738,0.0004471776,0.004846719],"category_scores_gemma":[0.0028447,0.0001301037,0.00008142871,0.0005989493,0.00173687,0.0003505218,0.00002559793,0.0004371903,0.001834486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730708,"about_ca_system_score_gemma":0.000755055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073444,"about_ca_topic_score_gemma":0.0002771904,"domain_scores_codex":[0.9964824,0.002367045,0.0002053804,0.0002548097,0.0001813171,0.0005090863],"domain_scores_gemma":[0.9980301,0.001209679,0.00009988865,0.000197304,0.0002538012,0.0002092486],"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":[6.3204e-7,0.0001422971,0.005607604,0.000009178084,0.00003752488,7.664547e-7,0.1208142,6.264188e-8,0.000008282778,0.8231725,0.01556459,0.03464242],"study_design_scores_gemma":[0.00008992293,0.00003634724,0.01014604,0.00001590637,0.00001905686,0.000004161244,0.1508783,0.000008760905,0.00001556516,0.05166761,0.7869436,0.0001747575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08774358,0.00294716,0.000138835,0.1393888,0.008275491,0.0001403105,0.000009369845,0.0001102101,0.7612463],"genre_scores_gemma":[0.8473439,0.001497952,0.01456486,0.001629421,0.007270158,0.00001405055,0.00001989315,0.00002274757,0.1276371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7715048,"threshold_uncertainty_score":0.9989427,"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."}}