{"id":"W2065300975","doi":"10.1057/palgrave.hep.8300059","title":"What You Don't Know: Graduate Deans' Knowledge of Doctoral Completion Rates","year":2004,"lang":"en","type":"article","venue":"Higher Education Policy","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Division of Graduate Education; Health Canada; Sick Kids Foundation","keywords":"Graduate students; Medical education; Supervisor; Graduate education; Doctoral studies; Psychology; Medicine; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01213419,0.0002610647,0.001551842,0.0007873867,0.0001229578,0.0007897351,0.001019532,0.00007611141,0.006879565],"category_scores_gemma":[0.002038745,0.0001496661,0.0008264213,0.002370879,0.0001059352,0.0006860414,0.00007190755,0.0001044388,0.005740711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354594,"about_ca_system_score_gemma":0.0005950572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005210995,"about_ca_topic_score_gemma":0.00005793434,"domain_scores_codex":[0.9914154,0.001764843,0.004334611,0.0006176861,0.0016208,0.0002466188],"domain_scores_gemma":[0.9926983,0.0005678627,0.002568587,0.002149841,0.001817074,0.0001983455],"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":[0.00001096763,0.001123136,0.02257889,0.0001720676,0.0002036673,3.720631e-7,0.006891366,0.0001986234,0.0007806193,0.8013591,0.1353352,0.03134609],"study_design_scores_gemma":[0.0002669272,0.00003685664,0.184644,0.0001266578,0.0001075217,0.00000562742,0.001280357,0.00003257308,0.0003913198,0.1039833,0.708909,0.0002157718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048989,0.01000206,0.001020031,0.03011126,0.006071471,0.001153525,0.00002790086,0.00002725128,0.04668761],"genre_scores_gemma":[0.9033073,0.000148379,0.001035913,0.0004529915,0.0006958368,0.00005068909,0.00003083298,0.00001396484,0.09426406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6973757,"threshold_uncertainty_score":0.9950334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6715057011600585,"score_gpt":0.5639836889957986,"score_spread":0.1075220121642598,"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."}}