{"id":"W4241703487","doi":"10.1007/978-94-007-0753-5_104316","title":"Underrepresented Populations","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Geography; Evolutionary biology; Biology","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":[0.00111376,0.0003202622,0.0004152841,0.0009643188,0.002373701,0.002524672,0.0007998114,0.000767687,0.0582965],"category_scores_gemma":[0.002756208,0.0001203675,0.0001469432,0.0009736532,0.001254065,0.001933878,0.004095601,0.001572487,0.01357774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023946,"about_ca_system_score_gemma":0.002732675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005156966,"about_ca_topic_score_gemma":0.008920556,"domain_scores_codex":[0.9992529,0.0002317476,0.0000248416,0.00008584033,0.0001606749,0.0002439931],"domain_scores_gemma":[0.9994523,0.0001170351,0.00004723113,0.00005011533,0.0001233664,0.0002100692],"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":[0.00005797282,0.0001011059,0.008750385,0.0002394243,0.000006557211,0.0007986117,0.01638757,0.00007045519,0.0008607681,0.1837955,0.3339363,0.4549954],"study_design_scores_gemma":[0.000008933987,0.00003043292,0.004182984,0.0003703778,0.000006944651,0.001101154,0.008519572,0.00005756645,0.0002646726,0.02651667,0.9589348,0.000005940579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06999923,0.01865025,0.003568039,0.05399938,0.006164319,0.0001864939,0.0008208207,0.0001451042,0.8464664],"genre_scores_gemma":[0.1750161,0.01714059,0.001645648,0.02392392,0.003056774,0.0002842732,0.0007139066,0.0001315532,0.7780872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0582965,"threshold_uncertainty_score":0.1950212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048665732486698,"score_gpt":0.3672163291193826,"score_spread":0.2623497558707128,"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."}}