{"id":"W4406873715","doi":"10.1080/02699206.2025.2456214","title":"From practice to protocol: The CAPE-V <sub>FQ</sub> by and for Quebec French SLPs","year":2025,"lang":"en","type":"article","venue":"Clinical Linguistics & Phonetics","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology; Protocol (science); Cape; Humanities; Linguistics; Geography; Medicine; Archaeology; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1321944,0.002274513,0.002980079,0.003764398,0.006231758,0.006219733,0.002791837,0.005810206,0.0924547],"category_scores_gemma":[0.2053419,0.002541498,0.001756884,0.003797501,0.003780721,0.003750465,0.004080316,0.009822804,0.04175422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02082705,"about_ca_system_score_gemma":0.06228927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05600897,"about_ca_topic_score_gemma":0.09754528,"domain_scores_codex":[0.9096268,0.06218904,0.01321215,0.005581194,0.006954219,0.002436568],"domain_scores_gemma":[0.8453659,0.04110302,0.01168582,0.0234606,0.07393968,0.004445025],"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":[0.006768163,0.001008044,0.001758363,0.01098387,0.0001255002,0.0005499299,0.01208982,0.001207648,0.003975496,0.01105252,0.7497447,0.200736],"study_design_scores_gemma":[0.01652285,0.001131233,0.01201403,0.01411006,0.00009861877,0.000325561,0.003122414,0.003489565,0.003260854,0.009988589,0.9353795,0.0005567669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.002079762,0.0003785558,0.01896321,0.003699251,0.002755924,0.9567384,0.00649346,0.0008841954,0.008007281],"genre_scores_gemma":[0.004271295,0.0001725425,0.01935256,0.001490611,0.0001987761,0.9686959,0.001162241,0.0001412326,0.004514879],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1321944,"threshold_uncertainty_score":0.6991192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291406305590486,"score_gpt":0.4208005570662319,"score_spread":0.3916599265071833,"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."}}