{"id":"W4238808803","doi":"10.4000/hommesmigrations.10500","title":"Roubaix, une lumière","year":2019,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer science","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":[0.0005559243,0.0003244093,0.0002280757,0.0006920729,0.005971283,0.002972395,0.0004943504,0.0007869484,0.08339039],"category_scores_gemma":[0.001052401,0.000226255,0.0001756298,0.0006153396,0.001724531,0.00140187,0.001537684,0.001665983,0.008157757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003045382,"about_ca_system_score_gemma":0.002982683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05491399,"about_ca_topic_score_gemma":0.1315576,"domain_scores_codex":[0.9994741,0.0001062978,0.00001377721,0.00009984012,0.0001448775,0.0001611119],"domain_scores_gemma":[0.9997216,0.00007294265,0.00003974676,0.00003207333,0.0000775982,0.00005594126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004417864,0.00009827325,0.01115318,0.0006752518,0.00003743453,0.004270793,0.04264997,0.0002745627,0.01002972,0.4333943,0.1900606,0.3069142],"study_design_scores_gemma":[0.000004048014,0.00002076915,0.004854521,0.0001077485,0.000002226171,0.0003351091,0.004102858,0.00002857581,0.000630271,0.00121031,0.9886965,0.000007048943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07803471,0.01105984,0.001663936,0.0170593,0.002162945,0.0000983913,0.0006120751,0.0002766337,0.8890322],"genre_scores_gemma":[0.1518867,0.003352089,0.001389135,0.001618649,0.0002598533,0.0000470354,0.0001912592,0.0001186034,0.8411366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08339039,"threshold_uncertainty_score":0.2789686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058974269699131,"score_gpt":0.2064335859075888,"score_spread":0.1958438432105974,"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."}}