{"id":"W2337615337","doi":"10.14288/1.0101120","title":"Evaluations of /r/ attempts of children in speech therapy by speech-language pathologists and child educators","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Speech therapy; Psychology; Linguistics; Audiology; 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":[0.005221044,0.0007170714,0.0004998423,0.001450082,0.0007620274,0.000786606,0.0006882309,0.0007582082,0.002335809],"category_scores_gemma":[0.01459651,0.000467646,0.0004342613,0.0004189147,0.001130958,0.0006851644,0.001393437,0.0008657285,0.0006850489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009307576,"about_ca_system_score_gemma":0.001063617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006331282,"about_ca_topic_score_gemma":0.01788429,"domain_scores_codex":[0.9962206,0.001253275,0.0005268164,0.0006377066,0.001005719,0.0003557576],"domain_scores_gemma":[0.9902049,0.002981584,0.002655348,0.0004681656,0.002429644,0.001260343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008343842,0.000713375,0.8400565,0.0004592783,0.00007252326,0.0029631,0.08907179,0.0003174775,0.02385716,0.00004913093,0.0006122522,0.04099309],"study_design_scores_gemma":[0.00004257865,0.001819694,0.9588205,0.0000672399,0.00004890109,0.003889719,0.02595772,0.000212998,0.008023198,0.00002749165,0.001044727,0.00004534972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992679,0.00007709542,0.0001176349,0.00001227523,0.000002176314,0.00003504733,0.00002861547,0.0000109371,0.0004483369],"genre_scores_gemma":[0.997595,0.0001929873,0.001198832,0.00003841364,0.000006776531,0.00008074695,0.000118407,0.000009478165,0.0007594457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006331282,"threshold_uncertainty_score":0.02761185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270744476895454,"score_gpt":0.2324299771936951,"score_spread":0.2197225324247406,"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."}}