{"id":"W2141150657","doi":"10.7202/044221ar","title":"La NGP","year":2010,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004076711,0.0002319018,0.0002656616,0.0000611843,0.001196383,0.0001335078,0.0003819567,0.001001058,0.001510837],"category_scores_gemma":[0.001999677,0.0002624609,0.0001652343,0.0003189412,0.00728677,0.000365872,0.0000453698,0.0009563409,0.00028802],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292878,"about_ca_system_score_gemma":0.006760166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469867,"about_ca_topic_score_gemma":0.007720279,"domain_scores_codex":[0.9965306,0.001942316,0.0003697586,0.0003504818,0.0003210586,0.0004857832],"domain_scores_gemma":[0.9955451,0.003556833,0.0002469661,0.0001876852,0.0002898722,0.0001735279],"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":[0.000001155224,0.0001466294,0.001913385,0.00002359365,0.00004216859,0.000001071932,0.1892379,2.819508e-7,0.0001894085,0.7883062,0.009069783,0.01106835],"study_design_scores_gemma":[0.0001251305,0.00002973274,0.004630247,0.00003469399,0.00003819522,0.000003515023,0.2536114,0.000007125808,0.00007536006,0.0328073,0.7083691,0.0002682791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6086253,0.002589039,0.0001539877,0.09889058,0.01223683,0.0003192021,0.0000460843,0.0001900705,0.2769489],"genre_scores_gemma":[0.9438433,0.003474879,0.01168003,0.0008768251,0.01342961,0.00005294984,0.00003955938,0.00003528443,0.02656757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7554989,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2147671408728224,"score_gpt":0.4732990364792244,"score_spread":0.258531895606402,"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."}}