{"id":"W4403154896","doi":"10.1002/bin.2059","title":"Program evaluation of a specialized treatment home for adults with severe challenging behavior","year":2024,"lang":"en","type":"article","venue":"Behavioral Interventions","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Developmental psychology; Clinical psychology; Psychotherapist","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":[0.0002913572,0.0002463105,0.0003369546,0.0001527619,0.0001221667,0.00005240618,0.0001317364,0.0001294324,0.003246285],"category_scores_gemma":[0.000004023071,0.000172492,0.0006309469,0.0002728729,0.0001148903,0.00009539114,0.00002511432,0.0001111054,0.00006273932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421048,"about_ca_system_score_gemma":0.00002341473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002850863,"about_ca_topic_score_gemma":0.0005338343,"domain_scores_codex":[0.9983212,0.0001110063,0.0004841111,0.0004878616,0.0002765274,0.0003192867],"domain_scores_gemma":[0.9992502,0.00003603526,0.0001099048,0.0002702622,0.0002571675,0.00007644617],"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":[0.0004038226,0.00840145,0.004412851,0.000109413,0.0002062734,0.00004171237,0.002667879,0.000002325192,0.00006000567,0.00292536,0.0007341656,0.9800348],"study_design_scores_gemma":[0.02916359,0.06575001,0.8008885,0.006070714,0.02336778,0.0004890906,0.01925118,0.0003234761,0.0003972758,0.002061458,0.04973347,0.002503489],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872534,0.003906791,0.000283212,0.0001531578,0.001214818,0.004954184,0.000395975,0.0003001532,0.001538345],"genre_scores_gemma":[0.9779624,0.00002531187,0.0009868838,0.000003576601,0.0001313189,0.01838376,0.0001741575,0.00003458619,0.002297997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9775313,"threshold_uncertainty_score":0.9976649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5480436195197227,"score_gpt":0.5164423313147107,"score_spread":0.03160128820501196,"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."}}