{"id":"W3106622795","doi":"10.4000/hommesmigrations.11886","title":"Maylis Adhémar, Bénie soit Sixtine","year":2020,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Chemistry","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":[0.0002555492,0.000397401,0.0003923395,0.00007371626,0.0009845227,0.0003436362,0.0004911912,0.000336799,0.005312181],"category_scores_gemma":[0.0007288923,0.0004120125,0.0003231067,0.0007310513,0.001099718,0.0008242349,0.0001056463,0.0003922588,0.002576603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372398,"about_ca_system_score_gemma":0.0009684116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01167044,"about_ca_topic_score_gemma":0.02506708,"domain_scores_codex":[0.9967681,0.0004367529,0.0006889747,0.0006015495,0.000639112,0.000865537],"domain_scores_gemma":[0.9979608,0.000278623,0.0002526756,0.0003829613,0.0004036133,0.0007213218],"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":[0.000006686803,0.0001676432,0.002986764,0.00005055866,0.00009351986,0.000008749832,0.1265512,0.0001854471,0.0003482511,0.0465297,0.8182186,0.004852911],"study_design_scores_gemma":[0.0003959371,0.00006945499,0.005757304,0.00003629074,0.0001731846,0.000004193393,0.03551137,0.001949218,0.0003720862,0.0003445631,0.9549128,0.0004736235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.184134,0.05817031,0.001335526,0.7276731,0.002912527,0.001198636,0.0009907935,0.0004970388,0.02308807],"genre_scores_gemma":[0.6745244,0.001582077,0.002864033,0.05682174,0.005169826,0.00007967641,0.0005353329,0.00007753565,0.2583453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6708513,"threshold_uncertainty_score":0.9998332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362303274306594,"score_gpt":0.3780903503089907,"score_spread":0.2418600228783314,"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."}}