{"id":"W2302409480","doi":"","title":"The 2013 Canadian Postdoc Survey","year":2014,"lang":"en","type":"article","venue":"","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.004669094,0.0004074274,0.0006181758,0.003984039,0.005311918,0.002933608,0.001884031,0.001491855,0.0165127],"category_scores_gemma":[0.01547722,0.0004382227,0.0005551655,0.00948794,0.0009273593,0.001469271,0.002144507,0.001770827,0.002139727],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08471019,"about_ca_system_score_gemma":0.2058528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967378,"about_ca_topic_score_gemma":0.9987987,"domain_scores_codex":[0.9941467,0.0003506404,0.0002399118,0.0003609683,0.002225194,0.00267662],"domain_scores_gemma":[0.9772127,0.0009509555,0.001409308,0.0003348479,0.01311641,0.006975726],"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":[0.0002593621,0.0001526082,0.3585314,0.0005460026,0.00006034549,0.0002138417,0.005365141,0.0001870494,0.0001603947,0.00362089,0.5821741,0.04872898],"study_design_scores_gemma":[0.00003359999,0.00003178488,0.796571,0.0005184599,0.000030382,0.00009407235,0.0167406,0.0001542331,0.0001172412,0.0002537319,0.1853936,0.00006126584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5098547,0.01328152,0.0006931251,0.1228421,0.002084546,0.0008558856,0.195683,0.0001821252,0.154523],"genre_scores_gemma":[0.8406948,0.01500084,0.0009822903,0.02531802,0.0004635667,0.0007940458,0.03271357,0.0001048004,0.08392802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9953309,"threshold_uncertainty_score":0.6146183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2884346845798683,"score_gpt":0.5524864124795932,"score_spread":0.2640517278997249,"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."}}