{"id":"W2804014029","doi":"","title":"Doctoral Education, Pedagogy, and Autoethnography","year":2017,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Autoethnography; Pedagogy; Sociology; Library science; Medical education; Social science; Medicine; Computer science","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":[0.01170399,0.000514542,0.0004843897,0.002025784,0.004499719,0.006031223,0.0007504656,0.001706855,0.01594144],"category_scores_gemma":[0.02041901,0.0004407716,0.0003230451,0.001913573,0.00709488,0.004730652,0.007061969,0.004089019,0.003727555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003404882,"about_ca_system_score_gemma":0.004213113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001875234,"about_ca_topic_score_gemma":0.005414098,"domain_scores_codex":[0.9892983,0.008253524,0.0002731441,0.0005712411,0.001244909,0.0003588686],"domain_scores_gemma":[0.9839879,0.01037403,0.0006543781,0.001909679,0.001292145,0.001781801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007815807,0.0001395457,0.001220807,0.001306035,0.00002052355,0.0003753446,0.3207104,0.0001082337,0.00169589,0.1068563,0.3615591,0.2059297],"study_design_scores_gemma":[0.000005838152,0.00003399081,0.001314029,0.000684461,0.000002456076,0.0003310254,0.05045939,0.00004553916,0.0003408045,0.01163634,0.9351286,0.00001732782],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06157367,0.0798744,0.041046,0.1439978,0.03526428,0.0009881317,0.0009206379,0.0009456799,0.6353893],"genre_scores_gemma":[0.3609757,0.05518683,0.02861877,0.01718887,0.009855076,0.001993713,0.0007217027,0.001144677,0.5243147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01594144,"threshold_uncertainty_score":0.06189734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847312141798925,"score_gpt":0.3349156627225753,"score_spread":0.306442541304586,"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."}}