{"id":"W3158541695","doi":"10.4000/hommesmigrations.12413","title":"Rouge","year":2021,"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":"Humanities; Art; Political 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":[],"category_scores_codex":[0.00005120519,0.000166402,0.0001678562,0.00005335018,0.0009384435,0.00037882,0.00009176089,0.00009569632,0.01898375],"category_scores_gemma":[0.00003460964,0.0001789123,0.0001764839,0.0001084444,0.00024947,0.0003460111,0.0000278948,0.0002689849,0.0007622764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005647729,"about_ca_system_score_gemma":0.0002018656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002131277,"about_ca_topic_score_gemma":0.006853066,"domain_scores_codex":[0.999044,0.0001078731,0.0002263267,0.0002383154,0.0001202722,0.0002632407],"domain_scores_gemma":[0.9992539,0.00007324963,0.00005965032,0.0003146821,0.0001877081,0.0001108259],"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":[0.000002021372,0.0001358645,0.00009119145,0.00002987962,0.0000312139,0.00006502255,0.02188564,0.000005094902,0.00002114935,0.4508916,0.5233185,0.00352289],"study_design_scores_gemma":[0.0001371638,0.00003229175,0.0002218712,0.00007131679,0.00008909668,0.00002793711,0.005575533,0.00001928342,0.0000543499,0.001536948,0.9920231,0.0002110893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01199464,0.7442169,0.0000863715,0.01541965,0.004512575,0.0001097252,0.001330424,0.00008061619,0.2222491],"genre_scores_gemma":[0.1318102,0.0004170339,0.0002507382,0.001759826,0.002419895,0.00001919683,0.000364797,0.00001956195,0.8629388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7437998,"threshold_uncertainty_score":0.981913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669980684671841,"score_gpt":0.2178596626707204,"score_spread":0.201159855824002,"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."}}