{"id":"W4256445326","doi":"10.4000/hommesmigrations.3762","title":"Bruno Loth, Dolorès","year":2016,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Business","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":[0.0006350181,0.0005413014,0.0002911265,0.0008513287,0.00359342,0.002690173,0.0007998107,0.001927972,0.126903],"category_scores_gemma":[0.001834121,0.0002757819,0.0002406766,0.0007872094,0.001096381,0.00169514,0.001587454,0.002122108,0.03181808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003616436,"about_ca_system_score_gemma":0.003040079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05734299,"about_ca_topic_score_gemma":0.1512085,"domain_scores_codex":[0.9995039,0.0001065232,0.00001766384,0.0001066864,0.0001608386,0.0001043886],"domain_scores_gemma":[0.9996245,0.00007947697,0.00003201781,0.00002892684,0.0001224519,0.0001125517],"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":[0.00006042395,0.00001523244,0.0004436306,0.0002295351,0.000004114989,0.0002873487,0.002604271,0.00004862027,0.0003924869,0.0285002,0.8966309,0.07078319],"study_design_scores_gemma":[0.000001441583,0.000001731804,0.000438255,0.00006180788,5.891662e-7,0.00003273751,0.0004182787,0.000006338986,0.00004668357,0.0003785768,0.9986117,0.000001897607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00531807,0.1201261,0.001102294,0.09797052,0.026211,0.0001155954,0.002580689,0.0003883706,0.7461874],"genre_scores_gemma":[0.01995218,0.01452247,0.0004394552,0.005281216,0.0008333341,0.0000443419,0.0004197737,0.0001901418,0.958317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.126903,"threshold_uncertainty_score":0.4245329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05212422206114133,"score_gpt":0.2812056874737835,"score_spread":0.2290814654126422,"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."}}