{"id":"W2027665516","doi":"10.1080/01580370902927378","title":"Identity and agency: pleasures and collegiality among the challenges of the doctoral journey","year":2009,"lang":"en","type":"article","venue":"Studies in Continuing Education","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; McGill University","funders":"","keywords":"Agency (philosophy); Collegiality; Identity (music); Sociology; Perspective (graphical); Value (mathematics); Pedagogy; Collective identity; Political science; Social 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":[],"consensus_categories":[],"category_scores_codex":[0.009369743,0.0003182546,0.0006473273,0.001572483,0.01197571,0.01569818,0.001200226,0.001826046,0.003373536],"category_scores_gemma":[0.02933173,0.0002665813,0.0005376537,0.001114851,0.0135362,0.005690886,0.01312715,0.003523581,0.0003856798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002657939,"about_ca_system_score_gemma":0.004874099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904566,"about_ca_topic_score_gemma":0.002843956,"domain_scores_codex":[0.9873143,0.008635279,0.0003123389,0.0006680205,0.001630944,0.001439135],"domain_scores_gemma":[0.9817281,0.006571466,0.003199216,0.001420852,0.001752985,0.005327288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001201186,0.0002067265,0.05453258,0.0001417785,0.00003715228,0.0009717106,0.8491228,0.000204593,0.0008277664,0.05264223,0.003364548,0.03782806],"study_design_scores_gemma":[0.000008750826,0.00007892948,0.02482725,0.00009612026,0.00000868686,0.0006250279,0.9316226,0.0002983458,0.000212426,0.01249411,0.02968793,0.00003988326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403507,0.0007489424,0.002342439,0.008110273,0.0001384418,0.00004655228,0.00003090938,0.0000220568,0.04820966],"genre_scores_gemma":[0.9979686,0.0001124743,0.0002355944,0.0001097103,0.00002085358,0.00001766645,0.00001007402,0.000004586921,0.001520454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01569818,"threshold_uncertainty_score":0.04955256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3038104297255593,"score_gpt":0.5425324349605022,"score_spread":0.2387220052349429,"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."}}