{"id":"W2042557279","doi":"10.7202/1017475ar","title":"Présentation du numéro","year":2013,"lang":"fr","type":"article","venue":"Service social","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000229153,0.0002108841,0.0002404501,0.00007957158,0.0005776995,0.000151146,0.0002714915,0.0004593174,0.01756258],"category_scores_gemma":[0.00002210569,0.0002584298,0.0001249229,0.0004741834,0.0001037748,0.0003933255,0.00006466047,0.0003702049,0.0567848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721916,"about_ca_system_score_gemma":0.0001911646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1897335,"about_ca_topic_score_gemma":0.01534572,"domain_scores_codex":[0.9978656,0.0005081893,0.0003751029,0.0003172492,0.0002291052,0.0007047352],"domain_scores_gemma":[0.9990073,0.00008020986,0.0001869886,0.000216372,0.0003164964,0.0001926684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001747452,0.0003010905,0.03944193,0.001253863,0.00007288458,0.00000694084,0.02332569,4.816411e-7,0.00004383582,0.01524287,0.9052659,0.01502709],"study_design_scores_gemma":[0.001397593,0.00006587603,0.7563123,0.0000115059,0.0001344776,0.00001707552,0.003420938,0.00004845111,0.000003221668,0.017203,0.2210589,0.0003266524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4231659,0.0007564854,0.00001591195,0.361279,0.04709332,0.0004903223,0.00004873564,0.00008446961,0.1670659],"genre_scores_gemma":[0.4816487,0.0009044805,0.0001954437,0.06866337,0.2652775,0.0002063285,0.000235622,0.0001649726,0.1827036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7168704,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120895704252951,"score_gpt":0.3796801976180204,"score_spread":0.3484712405754909,"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."}}