{"id":"W7164976496","doi":"","title":"Après le stigmate, la spirale précarisante : récits des personnes LGBTQIA+ accueillies au Refuge: Panorama 2025 de l'Observatoire des vulnérabilités queers","year":2025,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Panorama; Service (business); State (computer science); Virtuous circle and vicious circle","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004027374,0.0003316768,0.0002855313,0.001721874,0.005780882,0.006332044,0.0008059205,0.001549396,0.004665977],"category_scores_gemma":[0.005277886,0.0004279242,0.0003641946,0.002578638,0.005452455,0.008507735,0.009041488,0.002978422,0.0004482158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003483494,"about_ca_system_score_gemma":0.007102233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02549791,"about_ca_topic_score_gemma":0.06153167,"domain_scores_codex":[0.9983718,0.0008852386,0.0001164688,0.0001322336,0.0002303555,0.0002639015],"domain_scores_gemma":[0.9962772,0.001741327,0.0006492987,0.0003372223,0.0003288889,0.0006661572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004543661,0.00001924489,0.01677075,0.0003792627,0.00001070294,0.0007176765,0.8973324,0.00002508552,0.0009418137,0.007970637,0.02000148,0.05578546],"study_design_scores_gemma":[0.000005394566,0.00005171417,0.04492759,0.0007271234,0.000007971008,0.001066663,0.6960695,0.00003434776,0.0003097948,0.001575361,0.2551945,0.00002993109],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.767127,0.05907196,0.002326556,0.115285,0.003675475,0.0001860077,0.001872002,0.0001275952,0.05032836],"genre_scores_gemma":[0.9282454,0.036188,0.002437222,0.007184054,0.001112556,0.0004030356,0.00109959,0.000136585,0.02319373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02549791,"threshold_uncertainty_score":0.050699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04691738996548476,"score_gpt":0.2727205350047094,"score_spread":0.2258031450392247,"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."}}