{"id":"W4210647279","doi":"10.4000/hommesmigrations.13108","title":"Gagarine","year":2021,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Blood disorders and treatments","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004600488,0.0007941448,0.0005752062,0.0007769335,0.003815534,0.002656083,0.0006806448,0.001788777,0.1376742],"category_scores_gemma":[0.001050284,0.0003248376,0.0003111743,0.000711393,0.001081267,0.001124657,0.002321628,0.001708282,0.0445812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532367,"about_ca_system_score_gemma":0.002304326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02527521,"about_ca_topic_score_gemma":0.04414764,"domain_scores_codex":[0.9994242,0.0000598609,0.00002470575,0.0002167856,0.0001465127,0.000127949],"domain_scores_gemma":[0.9997051,0.00004672751,0.00002729121,0.0000360714,0.00009250265,0.00009229672],"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":[0.0009680456,0.0002464782,0.01272274,0.001012893,0.00008789901,0.005815774,0.00718346,0.000274187,0.00712885,0.1461127,0.4214104,0.3970366],"study_design_scores_gemma":[0.00001079031,0.0000440108,0.002456662,0.0000764549,0.000005716531,0.0004787331,0.0004022377,0.00002412533,0.0004547834,0.0008558352,0.9951832,0.000007378294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0426772,0.01995282,0.001407792,0.0111868,0.004462206,0.0001838078,0.002335215,0.0005809527,0.9172132],"genre_scores_gemma":[0.0562852,0.004838645,0.00128132,0.002462676,0.0002846445,0.0001146582,0.001340049,0.000146271,0.9332464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8623258,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009753801315653884,"score_gpt":0.248778642324658,"score_spread":0.2390248410090041,"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."}}