{"id":"W4407264801","doi":"10.29173/cais1980","title":"Psychedelic Information Theory","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002529475,0.0005235688,0.0005918124,0.001989179,0.002074178,0.004665401,0.001066047,0.002619006,0.006688741],"category_scores_gemma":[0.003299986,0.0002136827,0.0006765634,0.001176324,0.01180182,0.005877292,0.002463476,0.003819716,0.001132904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003382568,"about_ca_system_score_gemma":0.001864478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304454,"about_ca_topic_score_gemma":0.0005336056,"domain_scores_codex":[0.9980515,0.0007470879,0.00008829917,0.0002749206,0.0006320829,0.0002060158],"domain_scores_gemma":[0.9973819,0.001645045,0.0001436477,0.0003159619,0.0003732373,0.0001403174],"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":[0.000001799837,0.000001923396,0.00001740189,0.00001560431,0.000001422462,0.00001048158,0.00007569185,0.00005407297,0.00002133558,0.9976121,0.0009708368,0.001217372],"study_design_scores_gemma":[0.000003464262,0.000007144577,0.00005740471,0.00003671845,0.000002629095,0.00005104088,0.00005911368,0.0004290657,0.00005027464,0.9801258,0.01917283,0.000004520469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01742417,0.037621,0.1408433,0.06047679,0.002045969,0.000109893,0.0006341111,0.0001517931,0.7406929],"genre_scores_gemma":[0.8884693,0.02214392,0.02357937,0.01124471,0.003645741,0.00034964,0.0004005009,0.0001024702,0.05006441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006688741,"threshold_uncertainty_score":0.02454233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162605980375631,"score_gpt":0.2952381466883405,"score_spread":0.2736120868845842,"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."}}