{"id":"W4210249366","doi":"10.21827/32.8310/2022-28","title":"Ontstaan en ontwikkeling van stotteren: voorstel praktijkmodel","year":2022,"lang":"nl","type":"article","venue":"Stem- Spraak- en Taalpathologie","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Art; Humanities; Theology; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007768328,0.002003366,0.00111389,0.002061043,0.003470247,0.01880958,0.003867289,0.00429752,0.04331369],"category_scores_gemma":[0.01661598,0.00130155,0.002117418,0.00290883,0.005426462,0.01424465,0.006198187,0.005740819,0.01255544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007892619,"about_ca_system_score_gemma":0.01535541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03473417,"about_ca_topic_score_gemma":0.03292653,"domain_scores_codex":[0.9919156,0.003558398,0.000601706,0.001288033,0.00202597,0.0006100908],"domain_scores_gemma":[0.9915166,0.005301226,0.0005418855,0.0008762527,0.001234693,0.0005293165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002212628,0.0003632735,0.007443208,0.003188551,0.00012225,0.00083352,0.04060646,0.006172773,0.001575498,0.7269824,0.07501372,0.137477],"study_design_scores_gemma":[0.00005949295,0.0001173451,0.003874107,0.003228453,0.0001556771,0.0006114848,0.0207866,0.00979809,0.001429631,0.2283791,0.7313657,0.0001942704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05518252,0.02495648,0.3269505,0.07055219,0.004102297,0.001676135,0.008417211,0.001756744,0.506406],"genre_scores_gemma":[0.456795,0.04013282,0.2125657,0.009115369,0.0008645044,0.003640711,0.01101368,0.001974626,0.2638976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04331369,"threshold_uncertainty_score":0.1448987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06097229161752424,"score_gpt":0.2980037303809763,"score_spread":0.237031438763452,"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."}}