{"id":"W4291720697","doi":"10.1177/07419325221114472","title":"Validation of a Measure of District Systems Implementation of Positive Behavioral Interventions and Supports","year":2022,"lang":"en","type":"article","venue":"Remedial and Special Education","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Institute of Education Sciences","keywords":"Coaching; Fidelity; Psychological intervention; Psychology; Workforce; Stakeholder; Applied psychology; School district; Measure (data warehouse); Medical education; Pedagogy; Computer science; Medicine; Public relations; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001880716,0.0000589137,0.0001645369,0.00007254643,0.00007004642,0.000004172282,0.00003712465,0.00002977919,0.0006886524],"category_scores_gemma":[0.000007629848,0.00005409272,0.00005240429,0.0001403274,0.00007765451,0.00003887754,0.00003187803,0.00005790361,3.763584e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002163984,"about_ca_system_score_gemma":0.00002966344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366087,"about_ca_topic_score_gemma":0.00007445929,"domain_scores_codex":[0.9991849,0.00012231,0.0003491255,0.0001254148,0.0001504044,0.00006786312],"domain_scores_gemma":[0.9994997,0.000022855,0.0002789753,0.00005962345,0.0001098273,0.00002899952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003494543,0.002797833,0.5352792,0.0001311471,0.00009031759,0.000001593411,0.0261959,0.000001027811,0.00947679,0.015002,0.003880237,0.4067945],"study_design_scores_gemma":[0.0003933962,0.0008572786,0.9738431,0.0000273298,0.0001247099,0.000008355683,0.0233185,1.731749e-7,0.0006727377,0.0003201631,0.0003671866,0.00006706834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969305,0.00044611,0.00001947692,0.0001075192,0.001352203,0.0003162333,0.0001561481,0.00000354227,0.0006682349],"genre_scores_gemma":[0.9993989,0.00002641364,0.0000145962,0.000003876416,0.0002494432,0.00006984136,0.000146944,0.00000317899,0.00008676277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4385639,"threshold_uncertainty_score":0.7540261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372997281091643,"score_gpt":0.4115072754513042,"score_spread":0.2742075473421399,"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."}}