{"id":"W3038953388","doi":"10.1108/qram-11-2019-0127","title":"Performance in neo-liberal doctorates: the making of academics","year":2020,"lang":"en","type":"article","venue":"Qualitative Research in Accounting & Management","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval","funders":"","keywords":"Reflexivity; Habitus; Originality; Sociology; Construal level theory; Field (mathematics); Value (mathematics); Ethnography; Pedagogy; Public relations; Political science; Social science; Qualitative research","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":[0.03451559,0.0004164496,0.0006001559,0.002393882,0.0137552,0.01712723,0.001696749,0.001839279,0.002625798],"category_scores_gemma":[0.05056403,0.0003428594,0.0004622005,0.00151101,0.05031853,0.005781508,0.01838312,0.005971102,0.0006047019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146452,"about_ca_system_score_gemma":0.01583796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005615205,"about_ca_topic_score_gemma":0.005736534,"domain_scores_codex":[0.9553291,0.02966605,0.001112383,0.002379467,0.007879578,0.003633493],"domain_scores_gemma":[0.9547593,0.01538984,0.006346362,0.003241349,0.005952476,0.01431064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001364682,0.0001207049,0.01913142,0.0001453682,0.00002912256,0.0004694677,0.8091307,0.0003688785,0.001190913,0.142715,0.00283096,0.0237312],"study_design_scores_gemma":[0.00003202724,0.0002120572,0.01823912,0.0003542758,0.00001443249,0.0004720318,0.7848882,0.0005523836,0.001112997,0.08592899,0.1080779,0.0001156499],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8312678,0.001530881,0.005216242,0.02551298,0.0003472062,0.0001016812,0.0000517401,0.00004088352,0.1359306],"genre_scores_gemma":[0.9962413,0.0001855518,0.0002682896,0.0005213825,0.00003343877,0.00001161615,0.00001215093,0.000009369548,0.002716927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9862448,"threshold_uncertainty_score":0.1825381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.705835940256639,"score_gpt":0.6892037605350413,"score_spread":0.0166321797215977,"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."}}