{"id":"W2966209328","doi":"10.18573/mas.88","title":"From the Dragon to the Beast: The Martial Monk and Virtual Ninja as Actual Martial Artists","year":2019,"lang":"en","type":"article","venue":"Martial Arts Studies","topic":"Japanese History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Martial arts; Manifesto; Argument (complex analysis); Visual arts; Event (particle physics); The arts; Art; Aesthetics; Literature; Sociology; Law; Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008974129,0.0002666133,0.0002957901,0.00001995006,0.003166612,0.0002445875,0.00056871,0.000106672,0.0006528741],"category_scores_gemma":[0.0005224461,0.0001279094,0.0001252789,0.0002240368,0.00103463,0.0002255289,0.000429406,0.0003264481,0.001298916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008283375,"about_ca_system_score_gemma":0.00008786371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550363,"about_ca_topic_score_gemma":0.01922604,"domain_scores_codex":[0.9974841,0.0005287133,0.0002812353,0.0004512101,0.0007101779,0.0005445061],"domain_scores_gemma":[0.998561,0.0006378026,0.0001079756,0.0004388524,0.0001168942,0.0001374962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005453035,0.00009217548,0.002485138,0.000006438127,0.0003183534,0.00002360691,0.7058757,0.00008065884,0.001294487,0.01504928,0.2577232,0.01650572],"study_design_scores_gemma":[0.0003044359,0.0001949258,0.006745618,0.00002474868,0.00008870922,0.000004397266,0.1120208,0.00001358085,0.0001403829,0.001420985,0.8787956,0.0002457619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214689,0.001264474,0.000008106176,0.06476974,0.002867881,0.0008177656,0.00003231416,0.00007756164,0.008693228],"genre_scores_gemma":[0.9783705,0.0000677959,0.000008297456,0.004131809,0.003739035,0.00008764901,0.000004266749,0.00001740238,0.0135732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6210725,"threshold_uncertainty_score":0.9994787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107942875290562,"score_gpt":0.2896553599176834,"score_spread":0.2685759311647778,"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."}}