{"id":"W4235437936","doi":"10.4000/remmm.14463","title":"Ressources électroniques. La sélection d'Aldébaran","year":2020,"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":"Selection (genetic algorithm); Computer science; Artificial intelligence","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":[0.0007654727,0.0005980419,0.000707315,0.0001706305,0.0009024489,0.001238898,0.0004967197,0.0004139875,0.003016008],"category_scores_gemma":[0.0006771762,0.0005721932,0.0005903997,0.0002909303,0.001567609,0.0004551948,0.0001071695,0.001037973,0.000168204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698893,"about_ca_system_score_gemma":0.00009240214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044219,"about_ca_topic_score_gemma":0.001304556,"domain_scores_codex":[0.9961079,0.001328398,0.0006889725,0.0007361381,0.0003248257,0.000813749],"domain_scores_gemma":[0.998081,0.0005450504,0.0003196439,0.0003953152,0.0002708064,0.0003882283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002465985,0.0004214589,0.0005234372,0.002548636,0.001019432,0.001083331,0.5325169,0.002076013,0.002192344,0.4219607,0.01918148,0.01622968],"study_design_scores_gemma":[0.0007556342,0.0003379179,0.0008067566,0.0006669031,0.001149422,0.0002889654,0.006314066,0.008813418,0.001088496,0.0262635,0.9524495,0.001065402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2047249,0.04189843,0.007406315,0.02120591,0.001625176,0.0007512231,0.0006548087,0.001149316,0.7205839],"genre_scores_gemma":[0.954034,0.004279106,0.001208055,0.002105607,0.006150656,0.00004587858,0.0001460709,0.0001380154,0.03189265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.933268,"threshold_uncertainty_score":0.9997979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04746028075305786,"score_gpt":0.2931279628120155,"score_spread":0.2456676820589576,"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."}}