{"id":"W7099329172","doi":"","title":"PhD degree completion in Canadian universities","year":2003,"lang":"en","type":"article","venue":"","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005176797,0.001115731,0.001983218,0.007809273,0.01193031,0.006513557,0.002229733,0.002413113,0.1195231],"category_scores_gemma":[0.009826528,0.0006417961,0.001069907,0.00555605,0.002091645,0.00195717,0.00315429,0.002537755,0.03429129],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04649293,"about_ca_system_score_gemma":0.1439439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6633739,"about_ca_topic_score_gemma":0.8720031,"domain_scores_codex":[0.9935682,0.0003042693,0.0002291429,0.0004716303,0.00260519,0.002821603],"domain_scores_gemma":[0.9537238,0.0004756442,0.0005538535,0.000429555,0.01636868,0.0284486],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003990527,0.0005047438,0.0237115,0.0006513266,0.00004159898,0.0003433852,0.002485083,0.0009821897,0.002145247,0.01343741,0.8014317,0.1538668],"study_design_scores_gemma":[0.00004826883,0.0003088915,0.09113985,0.0006723924,0.00004351055,0.0002107842,0.006918123,0.001223272,0.002316521,0.001930827,0.8951266,0.00006100135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1060906,0.0126006,0.003403142,0.1388441,0.02894011,0.00112615,0.01778441,0.0009990858,0.690212],"genre_scores_gemma":[0.1390194,0.006165235,0.001222601,0.003904935,0.001533946,0.000201355,0.002830034,0.0001758509,0.8449467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9948232,"threshold_uncertainty_score":0.677217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528609062996297,"score_gpt":0.1784439884223962,"score_spread":0.1631578977924332,"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."}}