{"id":"W4415991424","doi":"10.1108/978-1-83662-494-320251026","title":"Introduction: Combining Interactions in Physical, Digital, Natural, and Artificial Worlds into CyberSystemic Realities","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Feature (linguistics); Perspective (graphical); Field (mathematics); Key (lock); Possible world","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":[0.00006114862,0.0003044865,0.0003734764,0.0004422216,0.0001944166,0.0003232219,0.0001324197,0.00008982833,0.0001094562],"category_scores_gemma":[0.0001939624,0.000291554,0.00009159153,0.0001120669,0.0002297335,0.0005551967,0.0001382758,0.0007169663,0.0001195806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293854,"about_ca_system_score_gemma":0.00005474578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004531765,"about_ca_topic_score_gemma":0.0002042031,"domain_scores_codex":[0.9984666,0.00002906795,0.0003888542,0.000694048,0.0002163836,0.0002050859],"domain_scores_gemma":[0.9991427,0.0003353363,0.0001416991,0.0002671735,0.00006111311,0.00005195047],"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":[0.00004327575,0.00003546057,9.852323e-7,0.00009044397,0.00001120071,0.00001304356,0.000458178,0.000002535315,0.001183308,0.9710872,0.01161239,0.01546203],"study_design_scores_gemma":[0.0002114631,0.0000550304,0.000001262515,0.0007244795,0.00004404055,0.00005941234,0.0006529507,0.0003281925,0.002387793,0.8483544,0.1466691,0.0005118608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007012784,0.00008509233,0.00001684916,0.002360208,0.001512691,0.0002505563,0.00003177519,0.0001816847,0.9948599],"genre_scores_gemma":[0.5481786,0.0001289561,0.00001780754,0.0002587224,0.0008870897,0.00001944592,0.00005675398,0.00002293792,0.4504297],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5474773,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722160033286177,"score_gpt":0.2789493550159902,"score_spread":0.2517277546831284,"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."}}