{"id":"W6991926916","doi":"","title":"The Interdisciplinary Handbook of Perceptual Control Theory, Volume II: Living in the Loop","year":2023,"lang":"en","type":"book","venue":"Data Archiving and Networked Services (DANS)","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Volume (thermodynamics); Loop (graph theory); Control (management); Perception; Control system","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":[0.0005408334,0.001332296,0.0009540838,0.001545052,0.000720939,0.005430662,0.001614378,0.001577059,0.03603516],"category_scores_gemma":[0.001799199,0.0006319134,0.0004605594,0.002341199,0.00319561,0.005369921,0.001059417,0.002588186,0.01126671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198733,"about_ca_system_score_gemma":0.001766331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500124,"about_ca_topic_score_gemma":0.00247463,"domain_scores_codex":[0.9996225,0.00006203126,0.00002236964,0.00006308586,0.0002069826,0.00002297191],"domain_scores_gemma":[0.9992313,0.0005183966,0.00003248988,0.00005746897,0.0001304377,0.00002989628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002538253,0.00003536165,0.0001040674,0.0008650029,0.00002156825,0.00008453375,0.0008608096,0.00136268,0.001575507,0.5686348,0.169361,0.2570692],"study_design_scores_gemma":[0.000005523163,0.00001667084,0.0003352636,0.0004005378,0.000007899464,0.0003035975,0.0002390221,0.001369875,0.0004630646,0.3790551,0.6177795,0.00002394099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001319524,0.2313127,0.1704834,0.005721258,0.003499395,0.00008286098,0.0006816683,0.0008941926,0.586005],"genre_scores_gemma":[0.07171577,0.2562352,0.1137243,0.004128679,0.00416354,0.0004978499,0.001050945,0.001197321,0.5472865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03603516,"threshold_uncertainty_score":0.1205496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796407842584119,"score_gpt":0.2713235323457772,"score_spread":0.243359453919936,"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."}}