{"id":"W7043870666","doi":"","title":"Teaching Community Service Providers to Support Caregiver PECS Use: An Evaluation of the PECSperts Facilitator Training Model","year":2024,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Facilitator; Training (meteorology); Community practice; Empirical research; Social work; Evidence-based practice","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":[0.01004592,0.0008601738,0.0007219597,0.0007604014,0.001497673,0.0007433677,0.002250411,0.001143729,0.004196585],"category_scores_gemma":[0.01408724,0.0006065628,0.0008273114,0.0004962381,0.0007574279,0.0009115209,0.001871183,0.001253091,0.0003101873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239151,"about_ca_system_score_gemma":0.008534068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008039198,"about_ca_topic_score_gemma":0.02034697,"domain_scores_codex":[0.9942436,0.004030309,0.0002997966,0.0002931189,0.0005712152,0.0005620816],"domain_scores_gemma":[0.9904521,0.005012441,0.0007357592,0.0006810653,0.0008835187,0.002235152],"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":[0.04049787,0.3726786,0.01574088,0.006265145,0.0004601375,0.00101702,0.02265594,0.004845845,0.01049019,0.0006127094,0.001488616,0.523247],"study_design_scores_gemma":[0.08127862,0.7626928,0.09595644,0.002203624,0.001162128,0.0005850677,0.02064976,0.01155868,0.01187826,0.000640352,0.011136,0.0002582874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948936,0.00009102764,0.0005842538,0.0001547105,0.00003013755,0.003310229,0.00005918025,0.00004577851,0.0008311404],"genre_scores_gemma":[0.973366,0.0007082336,0.01480403,0.0002037246,0.00005686826,0.009401321,0.0001526138,0.00002008508,0.001287154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004592,"threshold_uncertainty_score":0.05312854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05917283470232217,"score_gpt":0.2504477344566829,"score_spread":0.1912748997543607,"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."}}