{"id":"W1652300414","doi":"10.3968/5279","title":"Power Knowledge Contestations at a Transforming Free State Higher Education Institution: Learning Guide as a Metaphor","year":2014,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Power (physics); Metaphor; Epistemology; Drama; State (computer science); Meaning (existential); Relation (database); Disadvantaged; Context (archaeology); Politics; Institution; Social reality; Political science; Social science; Law; Linguistics; Literature; Philosophy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003500127,0.0003575007,0.0003524809,0.001251947,0.01535584,0.01080933,0.001291945,0.004345688,0.006622824],"category_scores_gemma":[0.004529732,0.000306777,0.0002570236,0.001361161,0.04224791,0.008117057,0.007506353,0.00535324,0.0009605424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009426917,"about_ca_system_score_gemma":0.005102921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008607471,"about_ca_topic_score_gemma":0.01374085,"domain_scores_codex":[0.9960786,0.002786387,0.00004559596,0.0002214335,0.000385775,0.0004822438],"domain_scores_gemma":[0.9972854,0.001591952,0.0001499746,0.0002677674,0.0002224617,0.000482438],"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":[0.00001626731,0.00004695668,0.0001766779,0.0000229221,0.00000125145,0.0004055976,0.1584235,0.0001818458,0.0002426105,0.8314462,0.002959227,0.006076939],"study_design_scores_gemma":[0.0000275148,0.0001540274,0.0005319007,0.0002135768,0.000007882453,0.0005786966,0.2169649,0.001684245,0.001481789,0.2673988,0.5109046,0.00005209594],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2424769,0.001158887,0.04270604,0.04180506,0.0004711894,0.0002194066,0.00008135892,0.000609198,0.6704721],"genre_scores_gemma":[0.9404125,0.0001900734,0.004293422,0.001252146,0.00004017683,0.00008640777,0.00001388569,0.0001039283,0.05360744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01535584,"threshold_uncertainty_score":0.0683974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330009900725828,"score_gpt":0.3317963742986083,"score_spread":0.30849627529135,"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."}}