{"id":"W4241058334","doi":"10.4000/remmm.12871","title":"Ressources électroniques. La sélection d'Aldébaran","year":2019,"lang":"fr","type":"article","venue":"Revue des mondes musulmans et de la Méditerranée","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001189389,0.0006047646,0.0007276087,0.0002975532,0.0006990817,0.001214675,0.0004875673,0.0004772974,0.005657543],"category_scores_gemma":[0.0002967379,0.0005667509,0.0006014091,0.0002389318,0.001257794,0.0005247485,0.00009807586,0.0009789842,0.0004361263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000557343,"about_ca_system_score_gemma":0.000094163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004949113,"about_ca_topic_score_gemma":0.002092524,"domain_scores_codex":[0.9960685,0.001285578,0.0006710672,0.0007338172,0.0003422865,0.0008987867],"domain_scores_gemma":[0.9978253,0.000676266,0.0003439335,0.0006303677,0.0002974799,0.0002266808],"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":[0.0002153131,0.0006402049,0.002303202,0.002807142,0.001121156,0.0005258137,0.2927846,0.00227505,0.002791751,0.6708064,0.008765248,0.01496405],"study_design_scores_gemma":[0.0009487309,0.0003213574,0.002678447,0.001248848,0.0009715515,0.0004861706,0.005717264,0.004976902,0.0009691843,0.04785682,0.9325999,0.001224794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4143464,0.01660687,0.0008559756,0.001691472,0.001656724,0.0004770213,0.0002195711,0.0003965901,0.5637494],"genre_scores_gemma":[0.8326558,0.003095938,0.0007016086,0.0004883971,0.002819642,0.00003905164,0.0001253584,0.0001191512,0.159955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9238347,"threshold_uncertainty_score":0.9998221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536322396344314,"score_gpt":0.2846599328587698,"score_spread":0.2592967088953267,"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."}}