{"id":"W4382394959","doi":"10.32920/23593656","title":"Worry about professional education: Emotions and affect in the context of neoliberal change in postsecondary education","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Neoliberalism (international relations); Embodied cognition; Worry; Power (physics); Emotion work; Context (archaeology); Ideology; Meaning (existential); Social psychology; Psychology; Corporate governance; Sociology; Political science; Political economy; Politics; Anxiety; Management; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001894972,0.000185084,0.0002724298,0.0004282532,0.003657423,0.005511049,0.0003742146,0.001257082,0.00223436],"category_scores_gemma":[0.005084358,0.0001807392,0.0002286799,0.0004872987,0.005372874,0.001554376,0.002227746,0.002848827,0.000221537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002892755,"about_ca_system_score_gemma":0.00151339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02956633,"about_ca_topic_score_gemma":0.04047574,"domain_scores_codex":[0.9988014,0.000537409,0.00002220366,0.00008081629,0.0002623514,0.0002960061],"domain_scores_gemma":[0.9970614,0.001160708,0.0006329683,0.00009453292,0.000259842,0.0007905036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001672432,0.0002868977,0.1015519,0.00008733438,0.000040135,0.0006721652,0.8610308,0.0001939301,0.002926559,0.004075724,0.004674539,0.02429286],"study_design_scores_gemma":[0.00001441046,0.0001059257,0.3234507,0.00006817977,0.00002059181,0.000235476,0.6574456,0.0002363518,0.0003860994,0.00287358,0.01510258,0.00006061323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826033,0.0004518099,0.0001892993,0.003589953,0.00005769587,0.00000899073,0.00002283478,0.000008054651,0.01306797],"genre_scores_gemma":[0.9981418,0.0001864635,0.00005996665,0.0005101308,0.00001387458,0.000005647043,0.000008068405,0.000002838799,0.001071162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02956633,"threshold_uncertainty_score":0.05878848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380370390911088,"score_gpt":0.2936602796481562,"score_spread":0.2598565757390454,"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."}}