{"id":"W2503975889","doi":"10.4102/sajcd.v63i1.157","title":"Primary school teachers’ opinions and attitudes towards stuttering in two South African urban education districts","year":2016,"lang":"en","type":"article","venue":"South African Journal of Communication Disorders","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of Cape Town","keywords":"Stuttering; Intervention (counseling); Psychology; Sample (material); School teachers; Medical education; Pedagogy; Developmental psychology; Medicine","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":[0.001082546,0.0003481328,0.0004219752,0.001380889,0.003312719,0.001370259,0.0003734955,0.0005691415,0.003570406],"category_scores_gemma":[0.002370976,0.0006425455,0.0002163633,0.001203477,0.001565704,0.0007722166,0.001498374,0.0005910202,0.000347549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158396,"about_ca_system_score_gemma":0.001729969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04509843,"about_ca_topic_score_gemma":0.1000115,"domain_scores_codex":[0.9990452,0.0003428548,0.00006750148,0.0001072968,0.0001104966,0.0003266284],"domain_scores_gemma":[0.9982224,0.0005019319,0.0005133586,0.00006913514,0.0002434622,0.0004496528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002531897,0.0006772918,0.7158723,0.000237901,0.00002317974,0.001705297,0.2667958,0.00006798677,0.001772569,0.0001776521,0.0003890077,0.01202787],"study_design_scores_gemma":[0.00001992223,0.0003501592,0.738617,0.00006432139,0.00001816289,0.0003862368,0.2589184,0.00007860721,0.0003010261,0.00003923894,0.00119135,0.00001555581],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997914,0.000023044,0.00001149077,0.0000291508,8.574639e-7,0.000008429703,0.00001176052,4.085864e-7,0.0001234514],"genre_scores_gemma":[0.999445,0.0000875867,0.0000397211,0.00003267742,0.000002229524,0.00002258903,0.00002227644,7.290481e-7,0.0003471864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04509843,"threshold_uncertainty_score":0.08967185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777803382608859,"score_gpt":0.3432852565721052,"score_spread":0.3155072227460167,"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."}}