{"id":"W4249520931","doi":"10.4018/978-1-60566-170-4.ch013","title":"Towards Cognitive Machines","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cognition; Computer science; Cognitive computing; Perception; Wearable computer; Cognitive science; Human–machine system; Consciousness; Cognitive ergonomics; LIDA; Meaning (existential); Human–computer interaction; Psychology; Cognitive architecture","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001831798,0.0004590217,0.0004016895,0.0001151823,0.0001664718,0.0002094428,0.001258679,0.0002566909,0.00008719297],"category_scores_gemma":[0.00004286173,0.00042257,0.00025651,0.00004514638,0.0002175115,0.0002193719,0.0008953974,0.0002926621,0.0009419483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009683881,"about_ca_system_score_gemma":0.0004000522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284039,"about_ca_topic_score_gemma":0.00006857631,"domain_scores_codex":[0.9978315,0.00002037971,0.0003043019,0.0008706385,0.0005107375,0.000462471],"domain_scores_gemma":[0.9986932,0.00003705542,0.0002087816,0.0004965924,0.0003407029,0.0002237189],"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":[0.000005027744,0.000004741779,0.000004916922,0.000008438509,0.0000335259,0.00008901714,0.0001340923,1.816852e-8,0.000003639403,0.7599431,0.0004385015,0.2393349],"study_design_scores_gemma":[0.0002410569,0.0001171074,0.0001526214,0.0003334529,0.00004607299,0.00009114263,0.000007062614,0.00006261759,0.00008718735,0.9768025,0.02144275,0.0006163915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001722109,0.0002557474,0.06736325,0.00006929773,0.0008276553,0.000289372,0.00007958636,0.0002818294,0.9308161],"genre_scores_gemma":[0.4074647,0.00003992645,0.008888041,0.007494003,0.001131034,0.0000711112,0.00001160212,0.0000934873,0.5748061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4074475,"threshold_uncertainty_score":0.9998359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576953424813161,"score_gpt":0.2641261728178066,"score_spread":0.228356638569675,"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."}}