{"id":"W4403247145","doi":"10.20396/conex.v22i00.8677546","title":"Gender in martial arts and combat sports","year":2024,"lang":"en","type":"article","venue":"Conexões","topic":"Martial Arts: Techniques, Psychology, and Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Martial arts; Psychology; Visual arts; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0005036434,0.00005752795,0.00007743395,0.00008619307,0.0001028233,0.00007850643,0.00005566901,0.0000765005,0.0005522627],"category_scores_gemma":[0.00004127942,0.00005638047,0.00001859281,0.0001288091,0.0001858498,0.0001479916,0.00001595301,0.00008410571,0.00002974966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002948724,"about_ca_system_score_gemma":0.00007340388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006257333,"about_ca_topic_score_gemma":0.0009446774,"domain_scores_codex":[0.999349,0.00005440241,0.0001181496,0.0001842493,0.0001137098,0.0001804807],"domain_scores_gemma":[0.9997712,0.00005195646,0.00001500781,0.00008085098,0.00001572123,0.00006527905],"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":[0.00003506916,0.0001594065,0.09322266,0.0001016079,0.00001945309,0.0001111773,0.1313893,8.140085e-7,0.0008208078,0.3091215,0.1301238,0.3348944],"study_design_scores_gemma":[0.0001045451,0.00002512209,0.09566586,0.00005171894,0.00001013563,0.000006128764,0.003954054,0.00004480842,0.0001768406,0.07624885,0.8235287,0.0001832588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8653904,0.001788866,0.000220601,0.004908734,0.001907383,0.0002088602,0.000001490297,0.0002353332,0.1253384],"genre_scores_gemma":[0.9976202,0.000322333,0.0001199572,0.0003316978,0.0003609296,0.0000180597,0.000002519991,0.00000613442,0.001218137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6934049,"threshold_uncertainty_score":0.6046889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551201331371468,"score_gpt":0.3893139358403256,"score_spread":0.3341938027031788,"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."}}