{"id":"W1901888882","doi":"10.22329/jtl.v7i2.2883","title":"Not Only the Sorcerer's Apprentice: Re-Conjuring the PhD","year":2011,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University","keywords":"Apprenticeship; MAGIC (telescope); Postmodernism; Sociology; Power (physics); Ethnography; Epistemology; Philosophy; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01243872,0.0003925845,0.0004106471,0.0008818863,0.01807187,0.01068656,0.001269553,0.001871323,0.007051088],"category_scores_gemma":[0.02503624,0.0004691071,0.0003416945,0.0004229764,0.01201756,0.01058711,0.01467696,0.006680316,0.002798717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002193316,"about_ca_system_score_gemma":0.005883082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136412,"about_ca_topic_score_gemma":0.002654212,"domain_scores_codex":[0.9902058,0.00735415,0.0001488745,0.0005697618,0.0009147068,0.0008066596],"domain_scores_gemma":[0.9852154,0.004161186,0.0007002211,0.001595172,0.001457544,0.006870441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001044917,0.0003070344,0.004302633,0.0001013906,0.00001064231,0.001792484,0.7334174,0.0001822333,0.002674383,0.1188231,0.03263698,0.1056472],"study_design_scores_gemma":[0.00001758071,0.0002457855,0.001767862,0.0002101603,0.000009453728,0.001531208,0.5139441,0.0005282563,0.001676255,0.03272827,0.4472885,0.00005267659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6555172,0.002158088,0.03177372,0.1143401,0.004094185,0.0002256703,0.00003882418,0.0003023338,0.1915499],"genre_scores_gemma":[0.9303725,0.0007146428,0.008936777,0.005007668,0.0003760756,0.00007894191,0.0000240812,0.0001436113,0.05434571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01807187,"threshold_uncertainty_score":0.06578302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09361743161565855,"score_gpt":0.3482738487034178,"score_spread":0.2546564170877592,"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."}}