{"id":"W2147986396","doi":"10.1111/tops.12042","title":"Concepts and Their Dynamics: A Quantum‐Theoretic Modeling of Human Thought","year":2013,"lang":"en","type":"review","venue":"Topics in Cognitive Science","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Kochen–Specker theorem; Quantum entanglement; Computer science; Context (archaeology); Ontology; Relevance (law); Quantum; Theoretical computer science; Cognitive science; Epistemology; Psychology; Quantum mechanics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003916729,0.0002233077,0.0006211437,0.0001560488,0.0001537452,0.00006003285,0.0003811603,0.00005788095,0.00007344614],"category_scores_gemma":[0.00002087103,0.000170415,0.0000999004,0.000468615,0.0005207651,0.0001005528,0.0001966871,0.0002655408,0.000007317802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003577816,"about_ca_system_score_gemma":0.0002023094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006719385,"about_ca_topic_score_gemma":0.000005654089,"domain_scores_codex":[0.9987357,0.00004724894,0.0004011274,0.0004339683,0.0001336622,0.0002482654],"domain_scores_gemma":[0.9991928,0.0001286277,0.0002222222,0.0002252251,0.0001659126,0.00006515213],"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":[1.108738e-7,0.00002170392,0.000006364316,0.0001943532,0.000005859574,8.548441e-8,0.00008814099,3.564765e-7,0.000001506683,0.6641884,4.322299e-7,0.3354926],"study_design_scores_gemma":[0.0001983353,0.00005526344,0.000002160864,0.006264254,0.00009940079,0.000001706626,0.00142069,0.1281756,0.00003208374,0.859741,0.003552625,0.0004568834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00800801,0.8855576,0.08778732,0.00003048019,0.0001978922,0.002177195,0.0004454079,0.00002609742,0.01576998],"genre_scores_gemma":[0.5657007,0.4335182,0.0001595495,0.00001015899,0.0001401133,0.0002746722,0.00006391865,0.00002572243,0.0001070093],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5576926,"threshold_uncertainty_score":0.6949321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06801123372807281,"score_gpt":0.3856136492285057,"score_spread":0.3176024155004328,"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."}}