{"id":"W2897500186","doi":"10.1111/hequ.12189","title":"Interdisciplinarity for sale: Logics of knowledge, labour markets and consumerism","year":2018,"lang":"en","type":"article","venue":"Higher Education Quarterly","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Nipissing University","funders":"","keywords":"Credential; Consumerism; Sociology; Process (computing); Public relations; Political science; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004048364,0.0001294014,0.0001974164,0.002545103,0.004276545,0.008989926,0.0006925872,0.001061606,0.005126063],"category_scores_gemma":[0.009351811,0.0001407253,0.0002210333,0.002122757,0.02592537,0.005260428,0.003638299,0.001147574,0.0001405364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01156161,"about_ca_system_score_gemma":0.01001469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08879583,"about_ca_topic_score_gemma":0.1259403,"domain_scores_codex":[0.9975529,0.001150534,0.00006250651,0.0001493133,0.0007014953,0.0003831983],"domain_scores_gemma":[0.9899836,0.006707772,0.001148847,0.0005236195,0.0007837992,0.0008523076],"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":[0.0001312526,0.0001185318,0.06324489,0.0001746929,0.00002774451,0.0007406542,0.3955278,0.0004801365,0.001800685,0.4965647,0.001439001,0.03974992],"study_design_scores_gemma":[0.00003153776,0.00003566315,0.1104644,0.0003716227,0.00002356303,0.0003539492,0.665478,0.00158022,0.0005825091,0.1844276,0.03660255,0.00004847511],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837199,0.0004394057,0.002893552,0.005305947,0.00001371269,0.00003705727,0.00004667977,0.00001261629,0.154052],"genre_scores_gemma":[0.9990911,0.00005298153,0.0001997924,0.00008290831,0.000003710133,0.000005071935,0.000005921888,0.000002713545,0.0005557993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9957234,"threshold_uncertainty_score":0.176558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724495369369396,"score_gpt":0.280167792347394,"score_spread":0.2629228386537001,"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."}}