{"id":"W3092716077","doi":"","title":"An Examination of the Perceptions and Use of Classroom-Based SLP Interventions by Canadian Speech-Language Pathologists.","year":2016,"lang":"en","type":"book-chapter","venue":"ProQuest LLC eBooks","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Linguistics; Perception; Psychology; Language assessment; Medical education; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002518862,0.0002300128,0.0002062307,0.001520727,0.003258183,0.001303435,0.001355454,0.0005145192,0.003080752],"category_scores_gemma":[0.0138522,0.0003144302,0.0003474097,0.001952021,0.001424,0.0009440932,0.001620551,0.001330736,0.0002894767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0183612,"about_ca_system_score_gemma":0.04150397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9186649,"about_ca_topic_score_gemma":0.970681,"domain_scores_codex":[0.9967805,0.0005308886,0.0001045276,0.0001806963,0.001817798,0.00058547],"domain_scores_gemma":[0.9923946,0.001874068,0.001247343,0.0001090713,0.002970347,0.001404567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000217324,0.0009018079,0.5288277,0.0004704178,0.00004115957,0.0006069185,0.2972866,0.0002410623,0.001162822,0.000891898,0.0187413,0.150611],"study_design_scores_gemma":[0.00001249852,0.0001271887,0.8559276,0.0002760402,0.00001778449,0.0001572578,0.1344508,0.000173755,0.0001523422,0.00008349868,0.008582436,0.00003870084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785532,0.001009175,0.0001554123,0.001842498,0.00003511624,0.0001347149,0.0005913613,0.00002601371,0.01765246],"genre_scores_gemma":[0.9929575,0.001338103,0.0003786743,0.0003085827,0.000007216092,0.00008354667,0.0004408152,0.0000117704,0.00447377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08133513,"threshold_uncertainty_score":0.1636282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025393093832964,"score_gpt":0.2894410993122961,"score_spread":0.2591871683739665,"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."}}