{"id":"W4238140486","doi":"10.1002/9781118574003.wattso079","title":"Where to from Here?","year":2016,"lang":"en","type":"other","venue":"","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care","funders":"","keywords":"Focus (optics); Order (exchange); Field (mathematics); Psychology; Work (physics); Tracking (education); Public relations; Applied psychology; Engineering ethics; Computer science; Political science; Engineering; Business; Mathematics; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001914328,0.0004739413,0.0005831579,0.001092605,0.003437436,0.00798767,0.001302076,0.003121099,0.3735949],"category_scores_gemma":[0.009067025,0.0001978606,0.0006138014,0.0005615197,0.001401215,0.007669206,0.003965917,0.005694599,0.2390819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575386,"about_ca_system_score_gemma":0.004057979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004964322,"about_ca_topic_score_gemma":0.01150344,"domain_scores_codex":[0.9986011,0.0004296365,0.00007311036,0.0001468407,0.0004478724,0.0003014544],"domain_scores_gemma":[0.9962707,0.0003924442,0.0001759845,0.000222844,0.001254937,0.001683017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001289165,0.00003671421,0.000300714,0.0001201774,0.000002458592,0.000128142,0.0004763998,0.00001309835,0.00006496708,0.008441865,0.8783931,0.1120094],"study_design_scores_gemma":[0.000003298094,0.000008781339,0.000186975,0.0004248944,0.000002069004,0.000147716,0.00116436,0.00001177439,0.00005669975,0.002832285,0.9951545,0.000006657124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001280721,0.008683788,0.002863764,0.3303022,0.03208758,0.0002272161,0.0008688695,0.001181376,0.6225046],"genre_scores_gemma":[0.01098098,0.01097158,0.003122418,0.06811722,0.004252524,0.000165602,0.0005741086,0.0006700931,0.9011455],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3735949,"threshold_uncertainty_score":0.8934908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017849599620062,"score_gpt":0.3286798129341857,"score_spread":0.308501316937985,"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."}}