{"id":"W2946832017","doi":"","title":"Managing “behaviours that challenge” - a paradigm shift?","year":2019,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Paradigm shift; Computer science; Data science; World Wide Web; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01347705,0.0005136257,0.0009156378,0.00118714,0.007234044,0.007828053,0.003588342,0.00471541,0.005507125],"category_scores_gemma":[0.02779235,0.0003068249,0.0006935757,0.00102194,0.0104417,0.006983877,0.004593944,0.01023939,0.0008509622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0222707,"about_ca_system_score_gemma":0.1078481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2722383,"about_ca_topic_score_gemma":0.5060409,"domain_scores_codex":[0.9931701,0.002723952,0.0002718063,0.0005194269,0.001828632,0.001486058],"domain_scores_gemma":[0.9782538,0.004711106,0.001428601,0.0007611712,0.006489151,0.008356187],"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":[0.0002967416,0.00128943,0.03546686,0.001207048,0.0002508789,0.001723926,0.052792,0.0006741046,0.001034355,0.08983958,0.2394909,0.5759342],"study_design_scores_gemma":[0.000292812,0.0006277674,0.05392471,0.006864853,0.0002367206,0.004542303,0.1687593,0.001738862,0.0009362649,0.2181886,0.54348,0.0004077464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03113238,0.0121401,0.00349515,0.9146045,0.003206622,0.00007149691,0.00004995066,0.00009148537,0.03520836],"genre_scores_gemma":[0.6727044,0.0215925,0.0186346,0.2729629,0.003219742,0.0002644145,0.0001059971,0.0001458418,0.01036951],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2722383,"threshold_uncertainty_score":0.5413074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576496939715717,"score_gpt":0.2665648339755263,"score_spread":0.2307998645783692,"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."}}