{"id":"W1998298555","doi":"10.4000/anneemaghreb.1556","title":"Les notices d'Aldébaran","year":2012,"lang":"fr","type":"article","venue":"L Année du Maghreb","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002995046,0.0003845378,0.0004177331,0.0000995429,0.00090216,0.000487767,0.0003334035,0.0001623278,0.02570134],"category_scores_gemma":[0.0002685502,0.0003040961,0.000333828,0.00009287395,0.0006357703,0.0005271282,0.000125974,0.0003029464,0.003700113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008581312,"about_ca_system_score_gemma":0.00001699895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009048912,"about_ca_topic_score_gemma":0.002919084,"domain_scores_codex":[0.9979795,0.0001232331,0.0004424831,0.0003055849,0.0003289102,0.0008203042],"domain_scores_gemma":[0.9987161,0.0001236481,0.0002038888,0.0003485359,0.0003218319,0.0002860234],"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":[0.00002126856,0.0004433746,0.01145558,0.0003178962,0.0003540467,0.00007483912,0.0624515,0.00002694956,0.00003493786,0.8928311,0.0201121,0.01187644],"study_design_scores_gemma":[0.0002381706,0.00004486835,0.003314948,0.00009479194,0.0006767043,0.00001645027,0.01232895,0.0003406536,0.0000826773,0.00127037,0.9810451,0.000546285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3980461,0.0552263,0.0001011537,0.009193764,0.01003948,0.0002562806,0.0005097736,0.0002603499,0.5263668],"genre_scores_gemma":[0.8035166,0.0002402835,0.0002908333,0.0004285096,0.01779559,0.000007050161,0.00008358411,0.00004122331,0.1775963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.960933,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674134102653803,"score_gpt":0.246745018814916,"score_spread":0.2100036777883779,"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."}}