{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000260064,0.0002457388,0.0002741553,0.0002768843,0.00008746332,0.00002466473,0.0002521378,0.0003691634,0.001381045],"category_scores_gemma":[0.00004352667,0.0001780999,0.0001554947,0.0000192689,0.0004294108,0.00005647872,0.00003999532,0.0002145739,0.00002377231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008103155,"about_ca_system_score_gemma":0.0001554121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005495382,"about_ca_topic_score_gemma":0.05539974,"domain_scores_codex":[0.9987198,0.0001295493,0.0004241574,0.0003418372,0.0001655724,0.0002190664],"domain_scores_gemma":[0.9987854,0.00006544117,0.0003382981,0.0005680737,0.0001274072,0.0001154196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001166351,0.0004339975,0.01162448,0.0008425947,0.0004754388,0.0001411171,0.03535628,5.341541e-7,0.007804777,0.1790418,0.009651225,0.7545111],"study_design_scores_gemma":[0.01564003,0.00456508,0.6660565,0.0134744,0.003364007,0.0002921824,0.01694444,0.00006420035,0.008563042,0.0337534,0.228464,0.00881872],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1065961,0.0005552151,0.0003484011,0.000176988,0.0004424062,0.001420437,0.001624236,0.00007923352,0.8887571],"genre_scores_gemma":[0.6676245,0.000007480814,0.0003041448,0.000144295,0.00002991712,0.00003842073,0.0001921971,0.0000457681,0.3316133],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7456924,"threshold_uncertainty_score":0.9995318,"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."}}