{"id":"W4366697787","doi":"10.4000/hommesmigrations.15134","title":"Animals","year":2023,"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":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001133883,0.0001724691,0.000163847,0.0001777811,0.001096158,0.000301154,0.0001321118,0.00009216362,0.007974998],"category_scores_gemma":[0.00003213642,0.0001762318,0.0001531122,0.0002436617,0.0003025838,0.0002541257,0.00002957087,0.000216682,0.004785137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004159275,"about_ca_system_score_gemma":0.00007607881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002751198,"about_ca_topic_score_gemma":0.002893767,"domain_scores_codex":[0.9989919,0.00007658375,0.0002335703,0.0002197713,0.0001341859,0.0003439976],"domain_scores_gemma":[0.9993788,0.000108802,0.00006468769,0.0002517526,0.00008583205,0.0001101424],"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":[0.000003156804,0.00003423828,0.0001297278,0.00002945113,0.00002229913,0.00002182619,0.02703982,0.00001002026,0.00001665852,0.3491363,0.6208875,0.002669087],"study_design_scores_gemma":[0.000108714,0.00006785156,0.0009293696,0.00005833687,0.0000562786,0.000005071841,0.005892873,0.00007724541,0.000007879877,0.002172871,0.9904171,0.0002064374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.102484,0.606639,0.00002568963,0.03343607,0.008453416,0.0005090605,0.004272743,0.0008219046,0.2433581],"genre_scores_gemma":[0.2898159,0.0003854854,0.00004322784,0.0005018762,0.002050023,0.00003837235,0.0002819198,0.00002337108,0.7068598],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6062535,"threshold_uncertainty_score":0.9959897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507556490101296,"score_gpt":0.2376429563034815,"score_spread":0.2125673914024686,"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."}}