{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001709396,0.0001149889,0.0001338631,0.00001449396,0.0006758503,0.0001498999,0.0003156763,0.0001091194,0.003211911],"category_scores_gemma":[0.0003392235,0.0001077542,0.0001138637,0.0007497456,0.0008681176,0.0004361149,0.00004903844,0.0001549116,0.002502686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005120261,"about_ca_system_score_gemma":0.0002596521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004062926,"about_ca_topic_score_gemma":0.003993799,"domain_scores_codex":[0.9985688,0.0001806925,0.0001914863,0.0002412839,0.0003120886,0.0005056511],"domain_scores_gemma":[0.9989566,0.0002399131,0.00004296756,0.0001178342,0.00005808055,0.0005845801],"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":[0.000001105902,0.00004638709,0.001719037,0.000009129371,0.00000768822,0.000003476019,0.01340463,0.00001409232,0.00003490857,0.6311153,0.3382248,0.01541952],"study_design_scores_gemma":[0.00006451045,0.00005909189,0.001646708,0.00001230932,0.00002888638,7.598151e-7,0.002808868,0.0003074077,0.00009755917,0.007897299,0.9869239,0.0001526414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0499238,0.03304689,0.001402685,0.7653716,0.001474169,0.000245937,0.0001423162,0.0001346287,0.1482579],"genre_scores_gemma":[0.9428942,0.0003846016,0.0005853645,0.01221239,0.001419727,0.00001016052,0.000008661789,0.000007269987,0.04247758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8929704,"threshold_uncertainty_score":0.998274,"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."}}