{"id":"W1025977804","doi":"10.1108/s2055-364120160000007024","title":"The Carnegie Project on the Education Doctorate: A Partnership of Universities and Schools Working to Improve the Education Doctorate and K-20 Schools","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Scholarship; Higher education; Confusion; Pedagogy; Sociology; Political science; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001086488,0.0003785123,0.0003362438,0.0002013296,0.001909281,0.000132605,0.0004282381,0.0003507065,0.0001654363],"category_scores_gemma":[0.000204175,0.0001819193,0.00009266143,0.000131885,0.0002663182,0.0001944218,0.0002230868,0.001178011,0.0001239578],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005119586,"about_ca_system_score_gemma":0.007689575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006062565,"about_ca_topic_score_gemma":0.0008531511,"domain_scores_codex":[0.9977031,0.0004382054,0.0005898765,0.0004810552,0.000346389,0.0004413247],"domain_scores_gemma":[0.9960788,0.001508023,0.0006576924,0.0008615856,0.0006946407,0.0001992367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007867403,0.00003117014,0.0001318209,0.0001005764,0.00007821742,8.705722e-8,0.004416178,3.411907e-7,0.00002650932,0.8760912,0.1050872,0.01395805],"study_design_scores_gemma":[0.0001827003,0.0001219551,0.0005710127,0.001554805,0.00009279234,0.000001137701,0.1109332,0.000002953848,0.000004988184,0.01852174,0.8677334,0.000279296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01779861,0.004311468,0.00001692464,0.1315187,0.003703655,0.005789222,0.0001405424,0.00009545768,0.8366255],"genre_scores_gemma":[0.1372726,0.002419767,0.00005643121,0.0021852,0.00142679,0.0005563719,0.00002498924,0.00005450636,0.8560033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8575694,"threshold_uncertainty_score":0.9993901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1843207672635737,"score_gpt":0.4676584579683615,"score_spread":0.2833376907047878,"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."}}