{"id":"W4389159751","doi":"10.46634/riics.284","title":"A Tribute to Dr. Cristina Jackson-Menaldi: A Pioneer in the Field of Voice Disorders","year":2023,"lang":"en","type":"article","venue":"Revista de Investigación e Innovación en Ciencias de la Salud","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeshore General Hospital; St. Clair College","funders":"","keywords":"Tribute; Singing; Psychology; Art; Audiology; Medicine; Art history; Management","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00377844,0.0003205777,0.0005682152,0.0006993964,0.000116075,0.00009090273,0.0006516977,0.0002583422,0.0000550311],"category_scores_gemma":[0.008402206,0.0002555267,0.0001900108,0.005420961,0.0002611372,0.0001437104,0.0001446207,0.0007499512,0.0001188529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178677,"about_ca_system_score_gemma":0.0006060841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000513831,"about_ca_topic_score_gemma":0.0001515683,"domain_scores_codex":[0.996769,0.0005001263,0.0007426909,0.0004807925,0.0006867108,0.0008207076],"domain_scores_gemma":[0.9969609,0.001697273,0.0001699761,0.0007583931,0.0001551975,0.0002582951],"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":[0.0004642991,0.0009807593,0.3717728,0.001665385,0.0001951218,0.0008406471,0.02265824,0.0004227211,0.04333653,0.02380803,0.50689,0.02696547],"study_design_scores_gemma":[0.002302778,0.00102837,0.4494945,0.00105813,0.0001966428,0.0002320385,0.00547654,0.001416931,0.002991699,0.007976819,0.5271266,0.0006990035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171478,0.0003689177,0.001876767,0.07646804,0.00007806117,0.0008987446,0.00002226938,0.0001619561,0.002977451],"genre_scores_gemma":[0.9799742,0.0002999009,0.001321212,0.01732211,0.000144217,0.0001581828,0.00003560193,0.000049729,0.0006948384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07772165,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474915663171249,"score_gpt":0.3387452111042064,"score_spread":0.3239960544724939,"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."}}