{"id":"W4210373200","doi":"10.4000/hommesmigrations.13088","title":"Bac Nord","year":2021,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"European Socioeconomic and Political Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Geography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001664033,0.0001864445,0.0004055353,0.00005486095,0.000333838,0.00015733,0.000142872,0.0001247881,0.007397572],"category_scores_gemma":[0.0002040193,0.000264105,0.0002695377,0.000184756,0.0002219956,0.0002095765,0.0001250455,0.0002285914,0.01358609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145341,"about_ca_system_score_gemma":0.00006195737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002350823,"about_ca_topic_score_gemma":0.000539773,"domain_scores_codex":[0.9984326,0.00005051052,0.0006124796,0.0004143411,0.00002228701,0.0004677575],"domain_scores_gemma":[0.9990796,0.000203756,0.0001487396,0.0003695906,0.00006310961,0.0001351379],"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":[0.000001162082,0.0001553822,0.03802587,0.00003301088,0.0001405173,0.0000177964,0.001286043,0.00001532667,0.000001820463,0.5417776,0.4107201,0.007825406],"study_design_scores_gemma":[0.0002473909,0.00002542106,0.02557326,0.0000275058,0.00002979948,0.00001030143,0.001128786,0.0001671355,0.00003418274,0.01807986,0.9543955,0.0002808502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.07958025,0.666217,0.002007729,0.05021486,0.003137098,0.0001097115,0.001545695,0.00004253732,0.1971451],"genre_scores_gemma":[0.206925,0.01462228,0.002059515,0.005015539,0.001151325,0.00002126873,0.0001499651,0.00004339632,0.7700117],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6515948,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04412774257805386,"score_gpt":0.2496271987640967,"score_spread":0.2054994561860429,"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."}}