{"id":"W4404738624","doi":"10.1007/978-3-031-64499-3_26","title":"Severe Behavior Problems","year":2024,"lang":"en","type":"book-chapter","venue":"Autism and child psychopathology series","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","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":[0.0001565711,0.0006178033,0.0003861194,0.0007796732,0.0007466485,0.0004345661,0.0005861117,0.0004374876,0.07587396],"category_scores_gemma":[0.0004367672,0.0001280001,0.0004193094,0.0004318871,0.000361923,0.0003396662,0.001079617,0.00112844,0.0225768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815755,"about_ca_system_score_gemma":0.000594071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003209696,"about_ca_topic_score_gemma":0.01033773,"domain_scores_codex":[0.9998362,0.00001322363,0.000006502468,0.00002370244,0.00005358181,0.0000665988],"domain_scores_gemma":[0.9998331,0.0000145166,0.00001763069,0.00001412183,0.00003031954,0.00009034253],"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":[0.0001296396,0.0006238294,0.01373016,0.0003024799,0.00003329074,0.00487291,0.0008056628,0.0002857237,0.005236437,0.01595875,0.351953,0.606068],"study_design_scores_gemma":[0.00003870451,0.0004521041,0.05884751,0.0003734487,0.00003608155,0.01685407,0.0007085477,0.0003116798,0.001322129,0.005586178,0.915448,0.00002154043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02692842,0.004362871,0.002260671,0.001789204,0.0008118206,0.0002256127,0.001187175,0.0004657663,0.9619684],"genre_scores_gemma":[0.08607349,0.00569733,0.001462292,0.002268004,0.0003434459,0.0001326406,0.001448414,0.0001119945,0.9024624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07587396,"threshold_uncertainty_score":0.2538237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05966881402470715,"score_gpt":0.283812962512164,"score_spread":0.2241441484874568,"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."}}