{"id":"W4206063407","doi":"10.3917/admed.165.0257","title":"Diversités","year":2020,"lang":"fr","type":"article","venue":"Administration & Éducation","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002408805,0.0001899471,0.0001521538,0.00003204699,0.0004921585,0.0001962275,0.0002192552,0.0002164034,0.002579446],"category_scores_gemma":[0.0004226911,0.0002241468,0.000100783,0.0003213593,0.0004770342,0.0009052187,0.00002612483,0.0001648742,0.001803512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271137,"about_ca_system_score_gemma":0.002722156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080703,"about_ca_topic_score_gemma":0.001340238,"domain_scores_codex":[0.9980896,0.0003320087,0.000386315,0.0003868421,0.0004622289,0.0003430164],"domain_scores_gemma":[0.9987258,0.00009532623,0.0002388175,0.0001721732,0.00035565,0.0004122882],"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":[0.00002146213,0.000275713,0.004205761,0.00009456073,0.00006451654,0.000003790658,0.3249584,0.000046808,0.0006092325,0.4533861,0.2125783,0.003755462],"study_design_scores_gemma":[0.0002558069,0.0001498171,0.02894277,0.000020654,0.00010498,0.000003692716,0.07512826,0.0003908848,0.001392331,0.0003437634,0.8929427,0.0003242987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2998242,0.0006009644,0.0008415477,0.6429504,0.003742362,0.0005144508,0.00006965973,0.0001386229,0.05131783],"genre_scores_gemma":[0.9349961,0.0001373193,0.0005047045,0.01354256,0.002194076,0.00001099792,0.0002505711,0.00001500218,0.04834862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6803645,"threshold_uncertainty_score":0.9989737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3478833924398416,"score_gpt":0.453140394683738,"score_spread":0.1052570022438963,"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."}}