{"id":"W4402109689","doi":"10.55016/ojs/jet.v44i1.52269","title":"Becoming an Academic: Professional Identity on the Road to Tenure","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Identity (music); Sociology; Business; Aesthetics; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.008688298,0.0002059782,0.0003902599,0.00124995,0.02202875,0.01554556,0.0011991,0.002918425,0.00387619],"category_scores_gemma":[0.02521749,0.0002270659,0.0002689517,0.001343191,0.02751541,0.01192335,0.01011192,0.005519365,0.0007182607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004398561,"about_ca_system_score_gemma":0.009723181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004016959,"about_ca_topic_score_gemma":0.004362523,"domain_scores_codex":[0.9859698,0.01001283,0.000285782,0.0004654028,0.001747924,0.001518244],"domain_scores_gemma":[0.9818627,0.008243115,0.002097958,0.0007669032,0.002074129,0.004955205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003181959,0.0000533887,0.002368746,0.00004866087,0.000002521354,0.0007499442,0.7827085,0.00006243908,0.0002736046,0.1892184,0.004559359,0.01992269],"study_design_scores_gemma":[0.000008397533,0.00008247673,0.002329427,0.0002161098,0.000004097692,0.0008569802,0.8093413,0.0003443729,0.0003159691,0.04310372,0.1433668,0.00003042529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6047525,0.003919099,0.01644094,0.1107983,0.002083686,0.00006667406,0.00003824868,0.00008041092,0.2618201],"genre_scores_gemma":[0.9904447,0.000477315,0.0006112132,0.0007276377,0.0001495715,0.00001174805,0.000006318273,0.00001972,0.007551746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02202875,"threshold_uncertainty_score":0.04594868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09795653388172956,"score_gpt":0.4800301993800405,"score_spread":0.382073665498311,"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."}}