{"id":"W2038239205","doi":"10.12735/ier.v3i1p21","title":"Rational Thought, Cognition and Knowledge","year":2015,"lang":"en","type":"article","venue":"International Education Research","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive science; Psychology; Cognitive psychology; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002272516,0.0005618829,0.0005201753,0.001587324,0.001585794,0.005748385,0.0007811912,0.001824549,0.004026247],"category_scores_gemma":[0.00213877,0.0002123497,0.0005497272,0.001115794,0.02778579,0.004958472,0.001487189,0.002055012,0.0007345256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003821427,"about_ca_system_score_gemma":0.001856287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003407776,"about_ca_topic_score_gemma":0.001988929,"domain_scores_codex":[0.9984237,0.0009599585,0.00005798515,0.0002048843,0.0002343533,0.0001191794],"domain_scores_gemma":[0.9990575,0.0005558325,0.00006722498,0.0001720871,0.00008744426,0.00005996937],"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":[0.000001212837,0.000001473575,0.00001337734,0.00001397866,0.000001507885,0.000008358455,0.0005018022,0.0001545195,0.00002254903,0.9974674,0.0004805026,0.001333402],"study_design_scores_gemma":[0.000002324977,0.000002287892,0.00003589458,0.00001894783,0.000001124121,0.00001145189,0.0001702495,0.0002271279,0.00002225334,0.9832131,0.01629269,0.000002351324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02652273,0.05538031,0.1532023,0.04980595,0.001089848,0.0001120791,0.0002048152,0.0003798264,0.7133021],"genre_scores_gemma":[0.8971909,0.01460247,0.04904446,0.003440906,0.001052179,0.0002987594,0.0001473365,0.0001213505,0.03410168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005748385,"threshold_uncertainty_score":0.02772659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2432039752657873,"score_gpt":0.5014974554449143,"score_spread":0.258293480179127,"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."}}