{"id":"W4285298354","doi":"10.4000/hommesmigrations.13803","title":"Arthur Rambo","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Art; Psychology; Sociology; Psychoanalysis","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001353005,0.0001834566,0.0001730059,0.0001297485,0.003458206,0.0002319443,0.0001922801,0.0000434742,0.04736532],"category_scores_gemma":[0.00001332721,0.00020781,0.0001871229,0.0001332499,0.0002691002,0.0002655841,0.00007866474,0.0005200913,0.0003532176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284024,"about_ca_system_score_gemma":0.000138984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002391936,"about_ca_topic_score_gemma":0.00192669,"domain_scores_codex":[0.9987528,0.0002142903,0.0002581358,0.0002481255,0.0002170542,0.0003095509],"domain_scores_gemma":[0.9993493,0.00007562321,0.00009935399,0.0003094648,0.00006092764,0.0001053639],"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":[0.000007942796,0.0001742358,0.00008781008,0.00001440124,0.00002703214,0.00002136502,0.03835683,0.000106436,0.000004522846,0.3906011,0.5679483,0.002650057],"study_design_scores_gemma":[0.0001891216,0.0001537804,0.0001343693,0.00001316047,0.0000717537,0.00002501603,0.01326752,0.00006411859,0.000002533834,0.002207156,0.9836276,0.0002439277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.06135942,0.7081246,0.00006735008,0.02357836,0.0110734,0.0005364711,0.006319376,0.0002110638,0.1887299],"genre_scores_gemma":[0.4335881,0.00006589144,0.00003835006,0.001675443,0.001265506,0.000117724,0.0003192148,0.00002005255,0.5629097],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7080588,"threshold_uncertainty_score":0.9978392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573015859677581,"score_gpt":0.2095584170471102,"score_spread":0.1938282584503344,"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."}}