{"id":"W1938346956","doi":"10.1177/1098300715599737","title":"Predictors of Sustained Implementation of School-Wide Positive Behavioral Interventions and Supports","year":2015,"lang":"en","type":"article","venue":"Journal of Positive Behavior Interventions","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Psychology; Fidelity; Extant taxon; Abandonment (legal); Predictive power; At-risk students; Variance (accounting); Developmental psychology; Applied psychology; Mathematics education; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007427324,0.0002213332,0.0005850192,0.0004080512,0.00008067836,0.00002434057,0.0002161861,0.0001316168,0.00140927],"category_scores_gemma":[0.0000774674,0.0001872679,0.0009684649,0.0002797381,0.0003395353,0.0003105275,0.0001248675,0.0003387813,0.000006677117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250724,"about_ca_system_score_gemma":0.0000617828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005590662,"about_ca_topic_score_gemma":0.0001886469,"domain_scores_codex":[0.9970777,0.0003494136,0.00171943,0.0002242909,0.000357996,0.0002711625],"domain_scores_gemma":[0.996493,0.00008972112,0.001504225,0.0001773411,0.00143793,0.0002977341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003508064,0.004129023,0.9766796,0.00005459771,0.0004571144,0.0001751998,0.003523338,4.691787e-7,0.001558417,0.00107432,0.004351737,0.007645406],"study_design_scores_gemma":[0.002102069,0.006142786,0.9648147,0.0004949407,0.001721595,0.0001940822,0.02263535,5.639611e-8,0.001500454,0.0002001296,0.00003839306,0.0001554803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953722,0.001129891,0.0007994605,0.000314491,0.000934425,0.0004997537,0.0005812582,0.00001311699,0.0003554439],"genre_scores_gemma":[0.9988714,0.00002208573,0.0004085759,0.00001977265,0.00007126526,0.00004781037,0.00005200229,0.00001867364,0.0004883932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911201,"threshold_uncertainty_score":0.9995036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2185855674600828,"score_gpt":0.4689406473658791,"score_spread":0.2503550799057963,"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."}}