{"id":"W4283795119","doi":"10.3917/gap.221.0131","title":"Les réfugiés LGBTI","year":2022,"lang":"fr","type":"article","venue":"Gouvernement et action publique","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Ethnology; Art; Sociology","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":[],"category_scores_codex":[0.001411913,0.0002751202,0.0002230614,0.0001537285,0.001698245,0.0003161655,0.0004417282,0.0001860779,0.0231857],"category_scores_gemma":[0.0001719821,0.000315414,0.0001982557,0.0004594512,0.0004191132,0.001228753,0.0002638183,0.000661928,0.0001645263],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065248,"about_ca_system_score_gemma":0.001981778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08201144,"about_ca_topic_score_gemma":0.03041998,"domain_scores_codex":[0.9956374,0.001482001,0.0005022335,0.0005079777,0.00118063,0.0006897149],"domain_scores_gemma":[0.9986119,0.0001314037,0.0003809956,0.0003148429,0.0003029662,0.0002578975],"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":[0.00001329753,0.0004310773,0.004915904,0.00004112463,0.0001114356,0.000005435313,0.04394789,0.0008790711,0.0001599544,0.4406851,0.5038992,0.004910461],"study_design_scores_gemma":[0.0003787937,0.00007472212,0.01304527,0.000009075583,0.00004773695,0.000007177975,0.09119891,0.0002081871,0.0001591817,0.0005781621,0.8939675,0.0003252814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4123446,0.001682308,0.00125141,0.3848812,0.01615862,0.001615527,0.0004057474,0.0005203009,0.1811402],"genre_scores_gemma":[0.6177149,0.0004813613,0.0002235971,0.02112472,0.0006658774,0.0001983343,0.00018119,0.00003414412,0.3593759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.440107,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2017852908291532,"score_gpt":0.4352878759424697,"score_spread":0.2335025851133165,"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."}}