{"id":"W2048958430","doi":"10.1177/1466138112471108","title":"Sensing violence: An ethnography of mixed martial arts","year":2013,"lang":"en","type":"article","venue":"Ethnography","topic":"Martial Arts: Techniques, Psychology, and Education","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Martial arts; Ethnography; Participant observation; Visual arts; Attunement; Aesthetics; Psychology; Sociology; Art; Anthropology; Medicine","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":[0.002696418,0.0009328804,0.0007672321,0.002093259,0.009058632,0.003812134,0.001559202,0.001325906,0.003130764],"category_scores_gemma":[0.004877651,0.0007095842,0.0003435778,0.001312393,0.008386737,0.00319886,0.006714324,0.002195556,0.0003048649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441654,"about_ca_system_score_gemma":0.001151525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008274446,"about_ca_topic_score_gemma":0.02349509,"domain_scores_codex":[0.996343,0.002488021,0.00009988496,0.0002827634,0.0002179135,0.0005684544],"domain_scores_gemma":[0.9965456,0.002547672,0.0002655488,0.0001308085,0.0001268549,0.0003834936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002487969,0.00003080634,0.001840886,0.00006571123,0.000004054288,0.0007751777,0.9928263,0.00001844879,0.000940301,0.0004133822,0.0001732311,0.002886785],"study_design_scores_gemma":[0.000002333451,0.00005242358,0.002479722,0.00007675323,0.000003619528,0.0005145335,0.9922998,0.00004122795,0.0002953666,0.0001522479,0.004072028,0.000009888699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929462,0.0004650435,0.001093395,0.0003561344,0.00002959933,0.0000779979,0.00006834866,0.00001212905,0.004951096],"genre_scores_gemma":[0.9959472,0.0006482368,0.000784595,0.0001741512,0.00002374346,0.00008711825,0.00004873943,0.00002042852,0.00226572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009058632,"threshold_uncertainty_score":0.01645255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05273590338247588,"score_gpt":0.3718970348020416,"score_spread":0.3191611314195658,"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."}}