{"id":"W2211907769","doi":"10.1300/j158v05n02_03","title":"Thinking About Thinking (Errors)","year":2005,"lang":"en","type":"article","venue":"Journal of Forensic Psychology Practice","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Psychology; Cognition; Restructuring; Function (biology); Cognitive restructuring; Process (computing); Psychotherapist; Epistemology; Law; Political science; Psychiatry; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002592998,0.0002450609,0.0004163395,0.0003225766,0.0002381792,0.00007048121,0.0007659878,0.0003290618,0.00102506],"category_scores_gemma":[0.0001849025,0.0002136161,0.0002596017,0.0003753102,0.0001833529,0.0007230249,0.00003727805,0.001212936,0.0003093799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007464742,"about_ca_system_score_gemma":0.00005147775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001009275,"about_ca_topic_score_gemma":0.000008234023,"domain_scores_codex":[0.997405,0.000324046,0.0009823166,0.000348586,0.0004810541,0.0004590243],"domain_scores_gemma":[0.9964699,0.0005598088,0.001687499,0.0007240844,0.0004009428,0.000157797],"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":[0.001016304,0.001274311,0.0006419563,0.000005212323,0.0006464073,0.0001734103,0.007337702,0.00001738057,0.001855506,0.2154577,0.5509423,0.2206319],"study_design_scores_gemma":[0.001464236,0.0004210897,0.004944682,0.00005330015,0.0001314858,0.006547227,0.0006128605,0.000005703855,0.0001716832,0.03256981,0.952854,0.000223913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06039315,0.006275569,0.07910916,0.1032112,0.004632882,0.0004602039,0.000007677898,0.0002491603,0.745661],"genre_scores_gemma":[0.5109401,0.002181355,0.3692976,0.1092255,0.005057096,0.00005655127,0.000005616293,0.0001556503,0.003080484],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7425805,"threshold_uncertainty_score":0.9998881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03609986277414035,"score_gpt":0.4143080977941664,"score_spread":0.3782082350200261,"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."}}