{"id":"W4283218279","doi":"10.1109/iemtronics55184.2022.9795764","title":"A Review of Cognitive Dynamic Systems and Its Overarching Functions","year":2022,"lang":"en","type":"review","venue":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","topic":"Artificial Immune Systems Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Oil Sands Technology and Research Authority; Ontario Neurotrauma Foundation; McMaster University","funders":"","keywords":"Cognition; Cognitive science; Computer science; LIDA; Cognitive systems; Cognitive robotics; Perception; Field (mathematics); Action (physics); Control (management); Cognitive neuroscience; Cognitive architecture; Human–computer interaction; Artificial intelligence; Psychology; Embodied cognition; Neuroscience; Mathematics","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"],"consensus_categories":[],"category_scores_codex":[0.0007923034,0.0006877223,0.00167008,0.0004410993,0.0002605662,0.0001273308,0.0006565034,0.0002661081,0.000294615],"category_scores_gemma":[0.0001205761,0.0007386009,0.0003640208,0.0004178773,0.00006873442,0.0001857348,0.0003017249,0.001583767,0.00002946968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031243,"about_ca_system_score_gemma":0.000956077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003486012,"about_ca_topic_score_gemma":0.00006675869,"domain_scores_codex":[0.9964092,0.0002111169,0.001407837,0.0007500457,0.0005568442,0.000664974],"domain_scores_gemma":[0.9979921,0.0004912125,0.0006708307,0.0004593031,0.0002364339,0.0001501123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001480715,0.000142517,5.203258e-7,0.06940032,0.002815563,0.00000625635,0.0002268719,0.0005746589,0.0001585553,0.1857067,0.0008497975,0.7401035],"study_design_scores_gemma":[0.0002045678,0.0001120935,1.279484e-7,0.02332958,0.0007683672,0.0001099181,0.0001351265,0.05043457,0.000005148241,0.0002860251,0.9240198,0.000594697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000648959,0.9900264,0.003911074,0.00004205868,0.001305319,0.002342086,0.001145251,0.0001461082,0.001016822],"genre_scores_gemma":[0.003122711,0.9930042,0.00002390308,0.00002707122,0.0001018396,0.001951467,0.001028879,0.0001497837,0.0005901446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.92317,"threshold_uncertainty_score":0.9995065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225466358988932,"score_gpt":0.3213003180526701,"score_spread":0.2790456544627808,"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."}}