{"id":"W4234138523","doi":"10.3917/sh.310.0053","title":"Sélection du mois","year":2019,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003572943,0.000164185,0.0001602293,0.0001490072,0.002026419,0.0004605864,0.0002659321,0.00006730937,0.008889097],"category_scores_gemma":[0.00002023105,0.0001392465,0.0001006073,0.0001900026,0.001617734,0.0007463159,0.00003478788,0.0001542561,0.001065811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000578426,"about_ca_system_score_gemma":0.00007499505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004667329,"about_ca_topic_score_gemma":0.0006251894,"domain_scores_codex":[0.9987925,0.00007313085,0.000183477,0.0003510373,0.0002531793,0.0003466168],"domain_scores_gemma":[0.9995099,0.00006079298,0.00009554467,0.0001612265,0.00009995329,0.00007262477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000922769,0.00005715043,0.003990567,0.00007777742,0.00001063186,0.000005259134,0.0204454,0.00005229516,0.00008107404,0.929516,0.04349836,0.002256272],"study_design_scores_gemma":[0.0001175669,0.0002736457,0.0005220405,0.00007414292,0.00001459366,0.00001186823,0.002464443,0.000170321,0.00001640364,0.003946296,0.9921798,0.0002089045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3385029,0.01121757,0.000006573577,0.003215066,0.01452714,0.0001752764,0.00004385526,0.00006243917,0.6322492],"genre_scores_gemma":[0.5667783,0.0000716638,0.00005295435,0.0004247253,0.002348153,0.000004433449,0.000004327056,0.000007463436,0.430308],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9486814,"threshold_uncertainty_score":0.999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811824253608973,"score_gpt":0.2190942326301806,"score_spread":0.2009759900940909,"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."}}