{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004260478,0.00004445515,0.00006647125,0.00006357598,0.0002206502,0.00004437118,0.00005928812,0.00002626879,0.00005650556],"category_scores_gemma":[0.00008822868,0.00001919147,0.00000251113,0.0004879995,0.003471629,0.0001011638,0.00003232339,0.0002091082,0.00000256756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006665004,"about_ca_system_score_gemma":0.003922874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3868539,"about_ca_topic_score_gemma":0.2958161,"domain_scores_codex":[0.9983932,0.0000143078,0.00005789251,0.0001912027,0.00103934,0.0003040318],"domain_scores_gemma":[0.9991087,0.00005236135,0.00001696763,0.0001434857,0.0003166721,0.0003617827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005177126,0.0002458762,0.3202123,0.0004505229,0.00006483402,0.000262593,0.005757807,0.00001391446,0.1532926,0.05297432,0.02318539,0.4430222],"study_design_scores_gemma":[0.0003348072,0.0003961831,0.9867913,0.0001062235,0.000003989795,0.0000324073,0.0004382313,0.0005653726,0.0008352376,0.0006230464,0.009814258,0.00005898602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273643,0.00009605706,0.0001255867,0.06776439,0.00004440274,0.0003631797,0.000003182436,0.000012944,0.004225942],"genre_scores_gemma":[0.9973028,0.00001897671,0.001113203,0.0004403794,0.00002007833,0.000005510916,0.000001676767,0.000003610488,0.00109382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6665789,"threshold_uncertainty_score":0.9992403,"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."}}