{"id":"W2937966406","doi":"10.4000/hommesmigrations.7830","title":"Orpheus XXI","year":2018,"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":"Environmental 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0003369946,0.0002943676,0.0002516044,0.00009730485,0.001492058,0.0003046468,0.0003904194,0.0003068658,0.006367515],"category_scores_gemma":[0.000368908,0.0002943942,0.0001999134,0.0005376359,0.002849397,0.0007133927,0.00006660596,0.0002158313,0.005595949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008528209,"about_ca_system_score_gemma":0.001052132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01822692,"about_ca_topic_score_gemma":0.09069462,"domain_scores_codex":[0.9973688,0.0003961549,0.0004959832,0.0004433979,0.0004887073,0.0008069472],"domain_scores_gemma":[0.9981394,0.0002034081,0.000187809,0.0004726601,0.000636903,0.0003597977],"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":[0.000002760429,0.0001640098,0.003237336,0.00001222544,0.00006031331,0.000002578909,0.1044104,0.000009135087,0.0002037539,0.1129207,0.7737252,0.005251609],"study_design_scores_gemma":[0.0002291923,0.00007144451,0.01204611,0.00004001074,0.0001052146,0.00000732713,0.02674166,0.0004552398,0.00050869,0.001056099,0.9583777,0.0003612822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5915287,0.05729277,0.002529955,0.2433616,0.01385329,0.001449992,0.0006641254,0.000559184,0.08876046],"genre_scores_gemma":[0.5111011,0.0004783951,0.001893018,0.01011974,0.004721583,0.00003579574,0.0001045796,0.00003276761,0.471513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3827526,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179931618519452,"score_gpt":0.3982604722558118,"score_spread":0.2802673104038666,"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."}}