{"id":"W2227306719","doi":"","title":"Milutin Gubash : migrer en formation","year":2015,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007621575,0.000193493,0.0002004893,0.0001553843,0.0006918167,0.00003869065,0.0004866829,0.00029662,0.001162698],"category_scores_gemma":[0.0002258421,0.0002530674,0.0001364636,0.0006138964,0.0002775603,0.0009909568,0.0002345822,0.0002089483,0.003856891],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01920011,"about_ca_system_score_gemma":0.0003192076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02694244,"about_ca_topic_score_gemma":0.126484,"domain_scores_codex":[0.9979817,0.0004770185,0.0001985899,0.0002777798,0.0005201616,0.0005447391],"domain_scores_gemma":[0.9984635,0.000165452,0.0002165916,0.0003011321,0.0003120213,0.000541262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003313258,0.00008750863,0.001419975,0.00002030522,0.00004473213,0.000140176,0.05414946,0.00009468062,0.00002297368,0.09632425,0.799099,0.04856384],"study_design_scores_gemma":[0.0006887683,0.00005041215,0.0008252779,0.00005108698,0.00009798386,0.00004647265,0.04883528,0.0004180621,0.00004880994,0.002716826,0.9459624,0.000258677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3722379,0.08660023,0.0006418999,0.3785567,0.005486161,0.0005343815,0.0000697131,0.0002094829,0.1556636],"genre_scores_gemma":[0.3821791,0.006013544,0.001444999,0.0008673109,0.0008605231,0.000006866793,0.00003237371,0.0000276686,0.6085675],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.452904,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893330521989239,"score_gpt":0.2186769214333294,"score_spread":0.199743616213437,"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."}}