{"id":"W4234676485","doi":"10.1007/978-94-007-0753-5_103222","title":"Problem Behavior","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Psychology","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":[0.0003499707,0.0007529451,0.0003269634,0.0005904689,0.0008301408,0.001793152,0.0009945078,0.001070766,0.1024611],"category_scores_gemma":[0.001087621,0.0001879074,0.0003882502,0.0004689083,0.001079,0.001566621,0.001254638,0.002221004,0.03288029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009909723,"about_ca_system_score_gemma":0.001218369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187622,"about_ca_topic_score_gemma":0.004281478,"domain_scores_codex":[0.9996878,0.00006965526,0.0000086837,0.00006158269,0.0001249809,0.0000472739],"domain_scores_gemma":[0.9997569,0.00005912233,0.00001703563,0.00005050938,0.00006791129,0.00004852402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002679606,0.0002760177,0.001045218,0.0001589681,0.000008679188,0.0001024092,0.001036611,0.0002677448,0.0008680678,0.211907,0.3682125,0.4160901],"study_design_scores_gemma":[0.00000841041,0.00004031718,0.001758583,0.0002088219,0.000006371881,0.0004188959,0.0007984074,0.00043486,0.0005398595,0.06361847,0.9321591,0.000007826799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002518566,0.001977668,0.005933886,0.003788896,0.0004276623,0.00005820749,0.0001583352,0.0001889206,0.984948],"genre_scores_gemma":[0.0203261,0.002876647,0.003634554,0.001340928,0.00017155,0.00008033245,0.0003403621,0.0001071456,0.9711223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1024611,"threshold_uncertainty_score":0.3427665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2505327406261569,"score_gpt":0.3489159428163267,"score_spread":0.09838320219016977,"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."}}