{"id":"W4237849635","doi":"10.4000/hommesmigrations.8632","title":"Amin ","year":2019,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009556732,0.0001822314,0.0001603099,0.00003899571,0.00007479703,0.00005119941,0.0001873228,0.0002092674,0.001524002],"category_scores_gemma":[0.00004208985,0.0001973193,0.0001471142,0.00012979,0.00009387109,0.000006080156,0.00007459805,0.00009150201,0.00151157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003314744,"about_ca_system_score_gemma":0.0001315699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121114,"about_ca_topic_score_gemma":0.0004114886,"domain_scores_codex":[0.9989329,0.00007793,0.0002149097,0.0003483051,0.0001108846,0.000315083],"domain_scores_gemma":[0.9992185,0.00001625208,0.0000621648,0.0005363013,0.00006251192,0.0001043301],"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":[0.00002131114,0.0003278643,0.01576285,0.00008273828,0.0001497365,0.000001952947,0.0004907664,0.0002962432,0.06585835,0.004913926,0.7925286,0.1195657],"study_design_scores_gemma":[0.0004507246,0.000109505,0.009955053,0.00001823702,0.00005547537,0.000007567975,0.0006186985,0.0001220243,0.009358876,0.0002604394,0.9788029,0.0002405493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5506706,0.4252729,0.001450956,0.003812356,0.002077618,0.000328561,0.0001545344,0.00001178264,0.01622068],"genre_scores_gemma":[0.718456,0.003953358,0.001109801,0.001085724,0.0004482365,0.00002318592,0.0004462094,0.00002609214,0.2744514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4213196,"threshold_uncertainty_score":0.9993888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006886539515071882,"score_gpt":0.2381493330791468,"score_spread":0.2312627935640749,"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."}}