{"id":"W3109181850","doi":"10.4000/hommesmigrations.11996","title":"Mignonnes","year":2020,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Social Policies and Family","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Business","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":[0.00009075679,0.0001324201,0.0001726822,0.0000199898,0.000779325,0.0001194491,0.0002253357,0.000154149,0.001036247],"category_scores_gemma":[0.0001857302,0.0001478455,0.0001732011,0.0007361894,0.000497074,0.0002319561,0.0000424116,0.0001541854,0.001427683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004907116,"about_ca_system_score_gemma":0.0001733008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009425464,"about_ca_topic_score_gemma":0.005078125,"domain_scores_codex":[0.9988437,0.0001495872,0.000207811,0.0001963595,0.0002261267,0.0003764399],"domain_scores_gemma":[0.999314,0.0001497079,0.00007129277,0.0001097539,0.00006796375,0.0002872697],"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":[0.000001956235,0.00004813426,0.0008722137,0.000009876592,0.00002375785,0.000002501189,0.06224788,0.00001468516,0.00005827153,0.09142012,0.8143135,0.03098714],"study_design_scores_gemma":[0.0001080622,0.00005125081,0.003142067,0.00001332985,0.00005138397,3.476811e-7,0.03852509,0.000224141,0.000016565,0.003832259,0.9538701,0.000165394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03621794,0.2195708,0.0005100939,0.6945034,0.001906855,0.000288401,0.0001591362,0.0001633222,0.04668006],"genre_scores_gemma":[0.9009135,0.005205188,0.0005429375,0.04288817,0.0062613,0.00002785463,0.00002678873,0.00002683073,0.04410744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8646955,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531919269404406,"score_gpt":0.3070454617524753,"score_spread":0.2617262690584313,"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."}}