{"id":"W4252007521","doi":"10.1007/978-3-319-24612-3_1093","title":"Need for Cognition","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Cognition; Psychology; Cognitive science; Neuroscience","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":["insufficient_payload"],"category_scores_codex":[0.00007176133,0.0001497242,0.0002018176,0.00004919727,0.00006836487,0.00001201583,0.0001182208,0.0001896425,0.02521089],"category_scores_gemma":[0.00009923122,0.0001125338,0.000144366,0.00001394543,0.00008850096,0.00001220863,0.00003308175,0.0001942629,0.005790912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001589606,"about_ca_system_score_gemma":0.00002373143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002875926,"about_ca_topic_score_gemma":0.000001389413,"domain_scores_codex":[0.9991954,0.000006860903,0.000154757,0.0003237923,0.0001417214,0.0001774763],"domain_scores_gemma":[0.9992403,0.0003561038,0.00004868632,0.0001159274,0.0001327464,0.0001061902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000798146,0.00001865318,0.00000100557,0.00001039009,0.0001257455,0.000002189399,0.00003992683,4.22436e-9,0.000005256875,0.5288101,0.464148,0.006758865],"study_design_scores_gemma":[0.0002037606,0.000160029,0.0001992034,0.00001092219,0.00002384889,0.000001433134,0.00005890293,2.775897e-7,0.000001112004,0.3050503,0.694185,0.0001051284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003216389,0.0004916334,0.000395818,0.01041828,0.0007048413,0.0004450425,0.0001498029,0.00006726755,0.9873241],"genre_scores_gemma":[0.002259698,0.00007583827,0.0002219069,0.003359258,0.0009507171,0.0002123986,0.0002600178,0.00002199635,0.9926382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.230037,"threshold_uncertainty_score":0.9949832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2547025994524033,"score_gpt":0.4402384944574631,"score_spread":0.1855358950050598,"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."}}