{"id":"W4399440119","doi":"10.1051/pmed/2024016","title":"Communications orales","year":2024,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Agence Nationale de la Recherche","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000390661,0.0001747696,0.0001527263,0.0001295821,0.0001559917,0.0002382804,0.0003674265,0.0001956521,0.1136947],"category_scores_gemma":[0.00005908266,0.0001969568,0.0001286535,0.0002808982,0.000313825,0.0002898713,0.0001114425,0.0004747463,0.1282841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961657,"about_ca_system_score_gemma":0.0001077634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008107731,"about_ca_topic_score_gemma":0.00005908295,"domain_scores_codex":[0.9987925,0.0001316967,0.0003013173,0.0002213069,0.0002490806,0.0003040625],"domain_scores_gemma":[0.9989196,0.0001697481,0.00001520063,0.0006969026,0.00004134994,0.0001572118],"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":[0.000001060577,0.00006146624,0.00004255823,0.0003781948,0.00005956171,0.00001114179,0.002193962,0.0009411253,0.00155655,0.004631007,0.684137,0.3059863],"study_design_scores_gemma":[0.00008221559,0.00001774147,0.0007840146,0.0002726708,0.00006344919,0.00000971732,0.0002932873,0.1546408,0.00007112155,0.001714765,0.8418616,0.0001886308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0226923,0.4300584,0.05149442,0.1177086,0.02823761,0.0006980726,0.0002622298,0.00440429,0.3444441],"genre_scores_gemma":[0.1606726,0.02969384,0.01376601,0.000610209,0.004766705,0.000120912,0.0002552964,0.0001864816,0.7899279],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4454838,"threshold_uncertainty_score":0.8871155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241153904398772,"score_gpt":0.3742731515641793,"score_spread":0.2501577611243021,"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."}}