{"id":"W14886821","doi":"","title":"Perceived effects of martial arts training on mood","year":2008,"lang":"en","type":"article","venue":"Canadian journal of medical technology","topic":"Martial Arts: Techniques, Psychology, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Martial arts; Training (meteorology); Mood; Psychology; Applied psychology; Social psychology; Visual arts; Art; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009664536,0.00008696509,0.0002817026,0.0006292301,0.0002831228,0.0000067249,0.000528619,0.0006909035,0.0006550151],"category_scores_gemma":[0.003413565,0.00008114435,0.00008168418,0.0003520544,0.001601568,0.00006084364,0.000008885701,0.0007133679,0.00001147212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338217,"about_ca_system_score_gemma":0.002600997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935528,"about_ca_topic_score_gemma":0.023336,"domain_scores_codex":[0.9985008,0.0001416076,0.0003699053,0.0001239583,0.0004623026,0.0004014836],"domain_scores_gemma":[0.9986404,0.0001615706,0.000197574,0.0001415937,0.0001372651,0.0007216451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008582173,0.0003480753,0.01460124,0.00006727983,0.0001520292,0.002353655,0.09067982,0.000001872852,0.001380432,0.1320701,0.1114101,0.6468496],"study_design_scores_gemma":[0.002602536,0.002876916,0.04989841,0.001011652,0.00008285864,0.001613095,0.02013057,0.00002341934,0.003394597,0.04511771,0.8726476,0.0006006554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149386,0.0002114258,0.0004718368,0.07078657,0.001890499,0.0001334719,0.000001012185,0.00004274324,0.01152383],"genre_scores_gemma":[0.9979385,0.0002635297,0.0003866015,0.0007363022,0.000549889,0.000004763744,4.464779e-7,0.000008315476,0.000111678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7612374,"threshold_uncertainty_score":0.9944856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300358827477148,"score_gpt":0.3382422097870734,"score_spread":0.2952386215123019,"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."}}