{"id":"W4404034300","doi":"10.4000/12mav","title":"Mongrel","year":2024,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine","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":[0.0001348151,0.0001933836,0.0002247761,0.0001777254,0.0001223515,0.0001494158,0.00008539861,0.0001534504,0.003010484],"category_scores_gemma":[0.00013532,0.0001779789,0.0002118079,0.0005456862,0.0001474451,0.0003052072,0.00003236187,0.0002796485,0.00558862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004709847,"about_ca_system_score_gemma":0.0003901109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004487897,"about_ca_topic_score_gemma":0.0001998756,"domain_scores_codex":[0.9987721,0.00004808474,0.0002730988,0.0002991458,0.0002023991,0.0004051253],"domain_scores_gemma":[0.9992252,0.0001322317,0.00002059785,0.0003429675,0.00005298106,0.0002259989],"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":[0.000005492184,0.0001601117,0.0007196857,0.0002673971,0.0001128317,0.00004874505,0.002349955,0.00001885854,0.0004320141,0.05185315,0.7592642,0.1847676],"study_design_scores_gemma":[0.0003538819,0.00005433543,0.004067793,0.0004282484,0.0006096787,0.0000439787,0.002202833,0.003247988,0.0002270941,0.001878614,0.9867092,0.0001763541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01137516,0.918729,0.002303098,0.03457903,0.01217657,0.0003065318,0.0001761164,0.0002262984,0.02012819],"genre_scores_gemma":[0.4794668,0.01751696,0.001135258,0.002120582,0.006254748,0.00007768643,0.0002403149,0.00006726096,0.4931204],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.901212,"threshold_uncertainty_score":0.9979009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617116614324672,"score_gpt":0.2855917022150014,"score_spread":0.2694205360717546,"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."}}