{"id":"W7084173364","doi":"","title":"The Virtual Ego Framework A Unified Theory of Consciousness, History, and Meaning","year":2025,"lang":"en","type":"book","venue":"PhilPapers (PhilPapers Foundation)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Consciousness; Id, ego and super-ego; Archetype; Field (mathematics); Experiential learning; Narrative; Generative grammar; Phenomenology (philosophy); Framing (construction)","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":[0.0008841376,0.0005251869,0.0006508605,0.000123795,0.0006721989,0.00007046268,0.0007267432,0.0005454367,0.005225933],"category_scores_gemma":[0.0004649356,0.0004131141,0.0001759932,0.0001542704,0.00246788,0.0001908378,0.0004548665,0.0007330058,0.0001801788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148562,"about_ca_system_score_gemma":0.0004322568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000599371,"about_ca_topic_score_gemma":0.0005704275,"domain_scores_codex":[0.9972933,0.0002334462,0.0006662008,0.0007765436,0.0005294756,0.000501047],"domain_scores_gemma":[0.9965139,0.002024577,0.0005398777,0.0007221378,0.00004828448,0.0001512498],"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":[0.0002936039,0.00006801735,0.002173578,0.00007847555,0.0004208462,0.00001742599,0.001689512,0.00004985023,0.0002904728,0.8785669,0.04771334,0.06863799],"study_design_scores_gemma":[0.0005787075,0.0001667456,0.001718591,0.0001597041,0.000252093,0.00001586518,0.0001940566,0.00003654502,0.000009802127,0.1638886,0.8324574,0.000522004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001101826,0.0009012313,0.0001398969,0.001581142,0.001266031,0.0005810713,0.00002144126,0.00009239,0.994315],"genre_scores_gemma":[0.1358661,0.003605894,0.0003465351,0.002398431,0.0004109505,0.000115597,0.0003325214,0.0001072043,0.8568168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.784744,"threshold_uncertainty_score":0.9998321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00968554890144557,"score_gpt":0.2124613098553313,"score_spread":0.2027757609538857,"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."}}