{"id":"W2977319077","doi":"10.1126/science.caredit.a1300219","title":"Canada’s Postdocs Happy With Research, Dissatisfied With Pay and Status","year":2013,"lang":"en","type":"article","venue":"Science","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008745632,0.0003271458,0.0007193684,0.001715879,0.04173986,0.01680016,0.001873046,0.01499501,0.01730412],"category_scores_gemma":[0.02392983,0.0007180281,0.0006708494,0.002429336,0.0130428,0.002950568,0.00432283,0.02229705,0.002078819],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09262209,"about_ca_system_score_gemma":0.3826566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9549538,"about_ca_topic_score_gemma":0.987996,"domain_scores_codex":[0.9847596,0.001396087,0.0003157981,0.0008056047,0.005772745,0.006950137],"domain_scores_gemma":[0.9261739,0.005479886,0.001752843,0.0009732314,0.01634406,0.04927604],"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":[0.00007128363,0.00005454118,0.007409452,0.00005806311,0.00002555131,0.0005936545,0.004992524,0.00005919074,0.0004419954,0.03318643,0.9400921,0.01301524],"study_design_scores_gemma":[0.00003629507,0.00003311743,0.01855637,0.0001335843,0.00001582057,0.0001867479,0.01312959,0.00006055618,0.0002218495,0.003879158,0.9636745,0.00007232015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01601484,0.002170406,0.0001636705,0.9332287,0.005966551,0.00003580606,0.0003560433,0.00004570925,0.04201829],"genre_scores_gemma":[0.1263941,0.003043247,0.0006969653,0.6035384,0.001801546,0.00006131064,0.0002620179,0.0001361207,0.2640663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9912544,"threshold_uncertainty_score":0.6720235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488549281398388,"score_gpt":0.3172681257138818,"score_spread":0.2923826328998979,"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."}}