{"id":"W1994647449","doi":"10.1177/1079063211404921","title":"Construct Validity of Stable-2000 and Stable-2007 Scores","year":2011,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Loneliness; Psychology; Construct (python library); Construct validity; Variance (accounting); Convergence (economics); Social psychology; Developmental psychology; Clinical psychology; Psychometrics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000583846,0.0003893028,0.0005593185,0.0002636857,0.0001212945,0.00002767664,0.0003928794,0.0002346366,0.00295783],"category_scores_gemma":[0.00005266272,0.0003725809,0.00006190358,0.0003588595,0.0006519295,0.0002480022,0.00008151252,0.0003415709,0.0002278582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005585037,"about_ca_system_score_gemma":0.0001048685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025019,"about_ca_topic_score_gemma":0.0001652454,"domain_scores_codex":[0.9972908,0.0002355716,0.0006612716,0.0007217622,0.0003383171,0.0007522648],"domain_scores_gemma":[0.9981337,0.0002057269,0.0003541221,0.0008975237,0.0001120954,0.0002967871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001860508,0.001481081,0.6913397,0.000260659,0.0006643396,0.000173548,0.07726691,0.000002222705,0.004047553,0.02692293,0.1760349,0.0199456],"study_design_scores_gemma":[0.01597902,0.007044721,0.7929438,0.0004482877,0.0007377771,0.001198936,0.05952847,0.00008082869,0.007768801,0.01721449,0.09296985,0.004085049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138077,0.0008655578,0.0002411022,0.00001818415,0.03801516,0.0003547232,0.0001791723,0.0001463252,0.04637206],"genre_scores_gemma":[0.993849,0.00003273332,0.002801209,0.0002285294,0.0008161199,0.0000221223,0.00002209949,0.00007637279,0.002151826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016041,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07456995805748363,"score_gpt":0.3017690560519912,"score_spread":0.2271990979945075,"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."}}