{"id":"W1198980492","doi":"10.71781/18970","title":"Traitement vocal et vieillissement normal : apports comportementaux et neurofonctionnels","year":2014,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Audiology; Neuroscience; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007250031,0.0008775446,0.0008925255,0.0004881067,0.004566514,0.00009557055,0.0003674814,0.0005932973,0.0006740404],"category_scores_gemma":[0.00006579417,0.001004725,0.0006828307,0.0003657888,0.0002900819,0.000571393,0.0001862968,0.0009714355,0.0002791953],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00519963,"about_ca_system_score_gemma":0.003149256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02824011,"about_ca_topic_score_gemma":0.0168045,"domain_scores_codex":[0.9949775,0.0003959019,0.001063305,0.001079516,0.001554488,0.0009293009],"domain_scores_gemma":[0.9973234,0.0001410762,0.0007689999,0.0005462632,0.0003997835,0.0008204828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01151923,0.01303702,0.2750016,0.006930619,0.009826814,0.03291008,0.2170448,0.05044722,0.09656885,0.134179,0.04639836,0.1061364],"study_design_scores_gemma":[0.007678155,0.00129365,0.3367558,0.001841729,0.002679256,0.001862092,0.1047383,0.00625899,0.007359605,0.0001211664,0.5277061,0.001705124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8547611,0.01502771,0.003577321,0.004449698,0.00674793,0.00186622,0.000138163,0.0002540012,0.1131779],"genre_scores_gemma":[0.9307526,0.001959738,0.0004756356,0.00307101,0.0005268306,0.00009051623,0.003295209,0.00008845457,0.05973997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4813078,"threshold_uncertainty_score":0.9992403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007753719608385484,"score_gpt":0.2106957921824834,"score_spread":0.2029420725740979,"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."}}