{"id":"W3029530289","doi":"10.1007/978-3-319-28099-8_1093-1","title":"Need for Cognition","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Cognition; Cognitive science; Psychology; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008919104,0.0006027559,0.0004509591,0.0007291565,0.001550688,0.004991815,0.0006890867,0.002338903,0.02772752],"category_scores_gemma":[0.001760321,0.0002347519,0.0003896349,0.0004557254,0.01091273,0.008168614,0.003024042,0.004103118,0.008276716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609492,"about_ca_system_score_gemma":0.002877028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646336,"about_ca_topic_score_gemma":0.002393379,"domain_scores_codex":[0.999298,0.0002095622,0.00002470672,0.0001380212,0.000232437,0.00009736927],"domain_scores_gemma":[0.9994358,0.0001799937,0.00002962228,0.0001510184,0.0001082359,0.00009530299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009473563,0.00001749141,0.00007581826,0.00007273744,0.000003571899,0.00003731647,0.001226258,0.00003563219,0.0002279187,0.94651,0.02810352,0.02368027],"study_design_scores_gemma":[0.000006091665,0.0000106364,0.0002324077,0.0001162828,0.000005134155,0.0001499423,0.0007234922,0.00005034806,0.0001690554,0.5683966,0.4301335,0.000006579077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001855972,0.00490058,0.003298176,0.0153995,0.0008700954,0.00001743551,0.00004038104,0.00006080579,0.973557],"genre_scores_gemma":[0.2403876,0.01180304,0.007997585,0.01731389,0.002574603,0.0001761428,0.0002420903,0.0002320676,0.7192729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02772752,"threshold_uncertainty_score":0.09275776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2029229667642022,"score_gpt":0.4423350330947952,"score_spread":0.239412066330593,"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."}}