{"id":"W7072274646","doi":"","title":"What can mixed martial arts do for you? A content analysis of life skills youth can develop through participation in mixed martial arts","year":2014,"lang":"en","type":"article","venue":"","topic":"Martial Arts: Techniques, Psychology, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Martial arts; Content analysis; Life skills; Multimethodology; Dreyfus model of skill acquisition; Content (measure theory)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002151781,0.0001859002,0.0002814131,0.001847492,0.001656171,0.001860076,0.0004016711,0.0003473216,0.001087461],"category_scores_gemma":[0.004942453,0.0001282118,0.0002532184,0.001789773,0.001226134,0.001463325,0.001076564,0.0005522636,0.000157145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003436599,"about_ca_system_score_gemma":0.003878007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0240657,"about_ca_topic_score_gemma":0.06843922,"domain_scores_codex":[0.9994412,0.0001913447,0.00004221113,0.00003869475,0.0001745743,0.0001120621],"domain_scores_gemma":[0.9974512,0.001468698,0.0002741344,0.00007532293,0.0004536191,0.0002769646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000159784,0.000434119,0.1284583,0.001593761,0.00003705814,0.0005829483,0.6250948,0.000111834,0.004173576,0.003437172,0.008328939,0.2275877],"study_design_scores_gemma":[0.00001224137,0.0001526171,0.2820868,0.000927929,0.00003945742,0.0001839872,0.6773654,0.0003081294,0.0007918412,0.0007096063,0.03739946,0.00002250754],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870138,0.0006934465,0.0007791366,0.001525494,0.00004164216,0.0004851308,0.0006421245,0.00001797367,0.008801352],"genre_scores_gemma":[0.9862301,0.002126408,0.0057027,0.0005798546,0.00003518953,0.0006692901,0.0008381699,0.00002418442,0.003794169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0240657,"threshold_uncertainty_score":0.04785126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072819473343186,"score_gpt":0.3823087518792329,"score_spread":0.2750268045449142,"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."}}