{"id":"W4282008064","doi":"10.3917/agora.091.0021","title":"La vulnérabilité scolaire des jeunes LGBTQI en France","year":2022,"lang":"fr","type":"article","venue":"Agora débats/jeunesses","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Political science; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005004135,0.0003550879,0.000441702,0.0001316277,0.00349675,0.0001332361,0.0008379726,0.0003095458,0.00237831],"category_scores_gemma":[0.002046671,0.0004180529,0.0002027006,0.001323295,0.004328657,0.0007054205,0.0002029489,0.0007719556,0.0001547459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389944,"about_ca_system_score_gemma":0.001218253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003781978,"about_ca_topic_score_gemma":0.0005379409,"domain_scores_codex":[0.9932249,0.00401396,0.0005354635,0.0007169537,0.0006836171,0.0008251303],"domain_scores_gemma":[0.9925674,0.006233517,0.0002866663,0.0004014936,0.0002873159,0.0002236691],"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":[0.00001586088,0.0009026911,0.2308867,0.0004304049,0.0001632,0.00001689919,0.3346507,0.0004528118,0.00009853435,0.3966456,0.006709431,0.02902715],"study_design_scores_gemma":[0.0002797204,0.0001275929,0.04760887,0.0001064082,0.00007189223,0.0000292263,0.4283194,0.0000250368,0.00003447926,0.0438282,0.4791041,0.0004650533],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117947,0.0313751,0.0001141709,0.03187406,0.008714104,0.0004320471,0.0001210735,0.0001910155,0.01538377],"genre_scores_gemma":[0.9743425,0.003393269,0.00124888,0.0007633079,0.00355945,0.0004164736,0.00007820849,0.00005524787,0.01614265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4723947,"threshold_uncertainty_score":0.9998271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075506128016073,"score_gpt":0.41115349456863,"score_spread":0.3036028817670227,"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."}}