{"id":"W2118133220","doi":"10.1177/1357034x14524453","title":"Sociology Is a Martial Art","year":2014,"lang":"en","type":"article","venue":"Body & Society","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Habitus; Sociology; Epistemology; Argument (complex analysis); Field (mathematics); Social science; Cultural capital; Philosophy","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":[0.0004661188,0.00009118004,0.000141497,0.000003997153,0.0008455032,0.00004374956,0.0001930153,0.0002326712,0.0006688889],"category_scores_gemma":[0.00008190607,0.00008055395,0.0002863249,0.0001084327,0.0006224774,0.00009789197,0.00004203748,0.0001513993,0.000562821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008996804,"about_ca_system_score_gemma":0.00008473763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004398983,"about_ca_topic_score_gemma":0.0002716753,"domain_scores_codex":[0.9989479,0.0001358967,0.0001216881,0.0001936531,0.0002369048,0.0003639653],"domain_scores_gemma":[0.9995881,0.00007959876,0.00005576877,0.00009950188,0.00007376587,0.000103218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006024156,0.00005686515,0.005464955,0.000007574811,0.00006265536,5.094483e-7,0.1560908,8.884033e-7,0.0007291964,0.211755,0.6213932,0.004432302],"study_design_scores_gemma":[0.0002195874,0.0000295188,0.006817347,0.0000035642,0.00002120555,2.785905e-7,0.01391364,0.0003286192,0.00001735521,0.0271722,0.9512941,0.0001825573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7368976,0.0001102811,0.000743168,0.02665985,0.001217891,0.00027424,0.00001528709,0.0003688975,0.2337127],"genre_scores_gemma":[0.9657321,0.0001279039,0.0004337916,0.007287076,0.001672669,0.00001539605,0.00001361776,0.00001039091,0.02470707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299009,"threshold_uncertainty_score":0.7323864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227148588631157,"score_gpt":0.2874198915477763,"score_spread":0.2751484056614648,"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."}}