{"id":"W6964113076","doi":"10.25384/sage.c.6452357.v1","title":"On the Disposition to Think Analytically: Four Distinct Intuitive-Analytic Thinking Styles","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preference; Suspect; Disposition; Predictive validity; Cognitive style; Test (biology); Cognition; Dimension (graph theory)","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":[0.003592317,0.0003888679,0.0002598352,0.001594825,0.0003533704,0.001913682,0.0002996226,0.000658128,0.003439043],"category_scores_gemma":[0.0153418,0.0002202596,0.0005565181,0.0005859972,0.001424226,0.0009719947,0.001309245,0.001388292,0.0005554497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004418689,"about_ca_system_score_gemma":0.0003948313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106259,"about_ca_topic_score_gemma":0.001557475,"domain_scores_codex":[0.9985612,0.0004699207,0.0001541682,0.0001490965,0.0005133731,0.0001521721],"domain_scores_gemma":[0.9842105,0.008192595,0.003286516,0.001502181,0.001593995,0.001214202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003767873,0.0004296036,0.9688215,0.0000485514,0.0001191232,0.00008365775,0.004676545,0.0002729515,0.001934453,0.001128447,0.0003821444,0.02172632],"study_design_scores_gemma":[0.0000323274,0.000410441,0.9903107,0.00006563443,0.00003472699,0.0001908002,0.003164015,0.0008286357,0.0008947755,0.002956913,0.001065854,0.00004519161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9945821,0.00007731501,0.0006370076,0.00009277209,0.00001208234,0.00003684634,0.00009506173,0.000008573485,0.004458191],"genre_scores_gemma":[0.9979814,0.00009024826,0.0008249386,0.00007392286,0.000007849691,0.00005647544,0.0002041387,0.000007463788,0.0007537045],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003592317,"threshold_uncertainty_score":0.01899821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09390549449992826,"score_gpt":0.3501497288506728,"score_spread":0.2562442343507446,"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."}}