{"id":"W4413790884","doi":"10.7202/1119327ar","title":"Mobiliser des savoirs expérientiels rares de travailleurs pairs, migrants, au sein d’un Centre d’Hébergement d’Urgence (CHU)","year":2025,"lang":"fr","type":"article","venue":"Aequitas Revue de développement humain handicap et changement social","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01377905,0.001128103,0.001422502,0.0006589277,0.005393485,0.0002650957,0.001036481,0.001267366,0.01496851],"category_scores_gemma":[0.001059185,0.001270691,0.0005959106,0.001287546,0.000761694,0.0006690545,0.0009486259,0.001888509,0.0004720572],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006674973,"about_ca_system_score_gemma":0.00295717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006668658,"about_ca_topic_score_gemma":0.0175391,"domain_scores_codex":[0.9809184,0.009312394,0.002649213,0.001576799,0.001172777,0.004370427],"domain_scores_gemma":[0.9945483,0.00165634,0.001447606,0.0008661062,0.0005023744,0.0009792532],"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":[0.0004152514,0.001544974,0.04259204,0.01129532,0.001478647,0.0002267698,0.3777766,0.0000223328,0.0003464517,0.03941714,0.4490187,0.0758658],"study_design_scores_gemma":[0.003557502,0.0004067257,0.02619546,0.006353966,0.0007623334,0.000008790627,0.156944,0.000128067,0.0003553036,0.004835848,0.7992861,0.001165963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4057921,0.03329758,0.008473771,0.4971171,0.01407385,0.01001335,0.001584816,0.00048384,0.0291635],"genre_scores_gemma":[0.9202603,0.0139501,0.003242192,0.009902255,0.003636699,0.002219148,0.0006694144,0.0002235496,0.04589633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5144682,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223925840330083,"score_gpt":0.4439500806370016,"score_spread":0.3215574966039934,"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."}}