{"id":"W4251040049","doi":"10.4000/hommesmigrations.10967","title":"Hors Normes","year":2020,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Law and Political Science","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political 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":[0.005971032,0.0006270829,0.0005703861,0.0007224308,0.006947108,0.008687546,0.001128338,0.004277749,0.03203352],"category_scores_gemma":[0.01616857,0.0003372623,0.0004263176,0.0007942966,0.00721129,0.00565508,0.003529536,0.007961249,0.009697998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007130977,"about_ca_system_score_gemma":0.008214749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02253095,"about_ca_topic_score_gemma":0.03097268,"domain_scores_codex":[0.9918206,0.0032565,0.0003216665,0.001375844,0.002347337,0.0008780278],"domain_scores_gemma":[0.9950801,0.001369176,0.0003609184,0.0004741114,0.001877261,0.0008384325],"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":[0.00003802368,0.00002446493,0.00048313,0.0000608077,0.000006271147,0.0001606025,0.006511823,0.00009105884,0.0002769699,0.6822856,0.2874749,0.02258629],"study_design_scores_gemma":[0.000002538,0.000005755663,0.0002205028,0.00009891297,0.000001245563,0.00003843215,0.001686868,0.00004221953,0.00009250228,0.01480128,0.9830024,0.000007342933],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00671554,0.01579064,0.005094643,0.2557253,0.01785989,0.00005926756,0.0003838509,0.000213211,0.6981576],"genre_scores_gemma":[0.121464,0.007073843,0.004316486,0.05125889,0.003985045,0.0001825894,0.0003159047,0.0003961761,0.8110071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03203352,"threshold_uncertainty_score":0.1071628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048476914234349,"score_gpt":0.3112134170860597,"score_spread":0.2707286479437162,"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."}}