{"id":"W4311398492","doi":"10.4000/hommesmigrations.14707","title":"Les Miens","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":"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009905938,0.0001608103,0.000144855,0.0001177322,0.004077686,0.0001775149,0.0001775445,0.00004110748,0.04781059],"category_scores_gemma":[0.00001172539,0.0001795405,0.0001652757,0.0001085555,0.0002753264,0.0001889881,0.00006904746,0.00045583,0.0001660428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481191,"about_ca_system_score_gemma":0.00008740001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440122,"about_ca_topic_score_gemma":0.003949966,"domain_scores_codex":[0.9989336,0.0001771552,0.00021876,0.0002175936,0.0001831577,0.0002697409],"domain_scores_gemma":[0.9994467,0.00007406138,0.00008479851,0.0002521565,0.00005751843,0.00008473623],"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":[0.000005851568,0.0001649802,0.0001655494,0.00001538514,0.00002441419,0.00001722777,0.05712792,0.00007187042,0.000006838555,0.3780044,0.559422,0.00497351],"study_design_scores_gemma":[0.0001313597,0.0001288385,0.0002218091,0.00001191168,0.00006910819,0.00002071366,0.01858896,0.00004251327,0.000002474495,0.0007435327,0.9798283,0.0002104731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05679033,0.6842138,0.0000443389,0.015401,0.006632056,0.0003642117,0.006256853,0.0001611274,0.2301363],"genre_scores_gemma":[0.4274807,0.00004574748,0.00005817675,0.0007385591,0.0009022305,0.00008468978,0.0002523781,0.00001679958,0.5704207],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.684168,"threshold_uncertainty_score":0.9972188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279144568332444,"score_gpt":0.2237267558389469,"score_spread":0.2009353101556224,"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."}}