{"id":"W3121641876","doi":"10.1111/hequ.12305","title":"The closed academy? Guild power and academic social class","year":2021,"lang":"en","type":"article","venue":"Higher Education Quarterly","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Guild; Power (physics); Social capital; Symbolic power; Sociology; Class (philosophy); Prestige; Cultural capital; Symbolic capital; Social science; Political science; Law; Ecology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005071169,0.0002188601,0.0004803659,0.00195395,0.01376086,0.01097521,0.001582541,0.001744499,0.01678448],"category_scores_gemma":[0.01622073,0.0001365661,0.000238974,0.001223626,0.02919567,0.005385027,0.008943971,0.002871713,0.0007468645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005857275,"about_ca_system_score_gemma":0.00354026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006315869,"about_ca_topic_score_gemma":0.007637901,"domain_scores_codex":[0.9930363,0.003295564,0.0001170861,0.0004400012,0.0009625089,0.002148503],"domain_scores_gemma":[0.9812904,0.005779145,0.002282681,0.0006416764,0.0007614705,0.009244609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002590143,0.0007610023,0.1038325,0.00007241365,0.00003990082,0.001381296,0.3364544,0.0002522058,0.0003382419,0.4911969,0.01473115,0.05068097],"study_design_scores_gemma":[0.00007679999,0.0003034172,0.1310542,0.0003278536,0.00001618933,0.000522204,0.6517435,0.0006946849,0.0002110787,0.1374774,0.07749128,0.00008142046],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588848,0.0004860278,0.0004476697,0.02546862,0.0002145763,0.00002231842,0.00003479241,0.00001409037,0.1144271],"genre_scores_gemma":[0.9982263,0.00005843161,0.00001500366,0.0002631486,0.0000539434,0.000004384887,0.000002378395,0.000002708958,0.001373684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9862391,"threshold_uncertainty_score":0.05614972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811743936760199,"score_gpt":0.3561346336942943,"score_spread":0.3280171943266923,"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."}}