{"id":"W7152987304","doi":"10.5281/zenodo.19495889","title":"Alternate Reality-Based Self-Defense","year":2025,"lang":"","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Martial Arts: Techniques, Psychology, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Martial arts; Archetype; Politics; The arts; Key (lock)","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":[0.005753653,0.0006833737,0.0004414638,0.001363514,0.003923543,0.01033885,0.001442376,0.002525708,0.006783912],"category_scores_gemma":[0.007189872,0.0003203997,0.0006825114,0.0009558881,0.0426531,0.01092497,0.006646364,0.006517443,0.001634443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00272023,"about_ca_system_score_gemma":0.002227377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000533284,"about_ca_topic_score_gemma":0.000903121,"domain_scores_codex":[0.9929899,0.004502394,0.0001449734,0.0005744271,0.001439107,0.0003492158],"domain_scores_gemma":[0.9942232,0.003527675,0.0003097204,0.001144584,0.0005262733,0.0002686715],"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":[0.000005003802,0.000007047063,0.00005151045,0.00004386106,0.000002260625,0.00004204405,0.01430682,0.00006030469,0.0001919336,0.9768502,0.00256972,0.005869191],"study_design_scores_gemma":[0.00001313726,0.00005668815,0.0002220988,0.0003355227,0.000008818529,0.0005793871,0.0166571,0.0006435431,0.00100185,0.5100166,0.4704432,0.00002208135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0172632,0.005421517,0.06500704,0.01585083,0.001579285,0.0000958075,0.00004472917,0.000192596,0.894545],"genre_scores_gemma":[0.7192376,0.004090722,0.0287783,0.004316082,0.0006268113,0.0002727764,0.0001131876,0.0003149143,0.2422495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01033885,"threshold_uncertainty_score":0.03042859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05768896976278726,"score_gpt":0.3269506105165371,"score_spread":0.2692616407537498,"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."}}