{"id":"W2752976473","doi":"10.4000/hommesmigrations.3924","title":"« Vous pouvez aider les gens, ça fait beaucoup de bien ! »","year":2017,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002960017,0.0009157887,0.0004317428,0.0008859382,0.0108202,0.008501736,0.0009057865,0.004198813,0.03028539],"category_scores_gemma":[0.007545159,0.0003822831,0.0003940343,0.0007879054,0.01349518,0.007429407,0.004569774,0.009756257,0.01570011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003564399,"about_ca_system_score_gemma":0.006737158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02773963,"about_ca_topic_score_gemma":0.03883189,"domain_scores_codex":[0.9971297,0.001321248,0.00007099153,0.0003087139,0.0006945494,0.0004748346],"domain_scores_gemma":[0.9975252,0.0005191374,0.0002458532,0.0003218499,0.0008017643,0.0005863711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007882035,0.00005473907,0.001631868,0.0002500977,0.0000209915,0.0003508648,0.04543212,0.0001240023,0.00114193,0.4750075,0.4177037,0.05820335],"study_design_scores_gemma":[0.000004753309,0.00001119319,0.0004729879,0.0001007342,0.00000384088,0.0001289128,0.009008375,0.00003826236,0.0001873887,0.01659419,0.9734337,0.00001558782],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01088841,0.01075695,0.006933025,0.355881,0.009123181,0.00006887152,0.000240072,0.0004995101,0.605609],"genre_scores_gemma":[0.1840502,0.006264428,0.005563231,0.0632053,0.001785741,0.00009736112,0.0001368472,0.0006115386,0.7382853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03028539,"threshold_uncertainty_score":0.1013147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174658321465018,"score_gpt":0.4328726493617248,"score_spread":0.2582143278967068,"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."}}