{"id":"W2552978805","doi":"10.1017/cbo9781316678466.006","title":"The Cognitive Science of Metarepresentation","year":2016,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Cognitive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001798087,0.0006667833,0.0005106671,0.00183884,0.001010852,0.00669121,0.001209022,0.001225361,0.008238895],"category_scores_gemma":[0.00447045,0.0003700815,0.0007890565,0.001934781,0.01253214,0.01143957,0.0014705,0.003164445,0.002346701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500771,"about_ca_system_score_gemma":0.001554958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605196,"about_ca_topic_score_gemma":0.001717188,"domain_scores_codex":[0.9989592,0.0005577173,0.00004665508,0.0001410968,0.0002356579,0.00005961843],"domain_scores_gemma":[0.9978322,0.001393441,0.00008234922,0.0004522043,0.0001764221,0.00006334434],"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":[0.000005481827,0.000003881667,0.00005950107,0.000126622,0.00001133098,0.00003000087,0.0009867181,0.0002295123,0.0001085292,0.9687636,0.007848133,0.02182663],"study_design_scores_gemma":[0.000001771609,0.000002341594,0.0000765681,0.0000765478,0.000002937538,0.00005569895,0.0001496942,0.0002714922,0.00008002899,0.9657153,0.03356419,0.000003404489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007698433,0.06403112,0.1807369,0.01915732,0.001297493,0.00003445223,0.0002994277,0.0004463375,0.7262985],"genre_scores_gemma":[0.6502625,0.06208967,0.118628,0.005022716,0.00378246,0.0003134486,0.0008342005,0.0007269911,0.15834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008238895,"threshold_uncertainty_score":0.02756178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0511375859998813,"score_gpt":0.3072239176065248,"score_spread":0.2560863316066435,"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."}}