{"id":"W2977665530","doi":"10.4000/hommesmigrations.7781","title":"Emmaüs Solidarité","year":2018,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Ethnology; 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":["insufficient_payload"],"category_scores_codex":[0.001878654,0.0002958725,0.0004140857,0.0001657188,0.002756515,0.0001101141,0.000268204,0.0007815751,0.0140107],"category_scores_gemma":[0.001270296,0.0002919344,0.0001465628,0.000582248,0.0003591665,0.0007228515,0.000119332,0.001235339,0.01937895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810371,"about_ca_system_score_gemma":0.001462032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01189959,"about_ca_topic_score_gemma":0.04966656,"domain_scores_codex":[0.9940427,0.003103923,0.00101187,0.0004575804,0.0003239139,0.001060036],"domain_scores_gemma":[0.9957727,0.001818583,0.0004633904,0.000770494,0.0006598338,0.0005150317],"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":[0.0000180733,0.0001522787,0.00361057,0.0003553504,0.00005592946,0.00001014981,0.02178493,6.687629e-7,0.00005369603,0.03336038,0.864907,0.07569099],"study_design_scores_gemma":[0.0003499037,0.0002850006,0.00638095,0.0006257204,0.00007677207,0.00002578857,0.01236186,0.0002909469,0.00003147337,0.001868999,0.9774231,0.0002794852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03567569,0.2082139,0.005785908,0.5090958,0.02839825,0.002503439,0.000875627,0.0003938849,0.2090575],"genre_scores_gemma":[0.6603901,0.0009258626,0.002340503,0.006972048,0.009918253,0.0001499923,0.00007152375,0.00006133071,0.3191704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6247144,"threshold_uncertainty_score":0.9999533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210195090012462,"score_gpt":0.4657218909088753,"score_spread":0.344702381907629,"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."}}