{"id":"W1521564970","doi":"","title":"Doctorate Degrees Earned by Early Canadian Geologists","year":2003,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Graduate students; Library science; Humanities; Political science; Sociology; Art; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00225998,0.0009270665,0.0007187075,0.002656034,0.007971341,0.005558564,0.001015266,0.001242095,0.1241984],"category_scores_gemma":[0.005658331,0.0004163281,0.0004732623,0.003471504,0.002587981,0.001330061,0.002756751,0.002345193,0.03326142],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04781238,"about_ca_system_score_gemma":0.1004515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8740582,"about_ca_topic_score_gemma":0.9514976,"domain_scores_codex":[0.9954001,0.0001774022,0.0001063541,0.0003496074,0.002284795,0.001681789],"domain_scores_gemma":[0.988318,0.0002402883,0.0001666709,0.0002321906,0.005357994,0.005684898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003873189,0.00001751456,0.002279904,0.0001427884,0.000004768338,0.00008263812,0.001166256,0.00006979079,0.0004047149,0.008198444,0.9467112,0.0408832],"study_design_scores_gemma":[0.000003402679,0.00000495902,0.004976687,0.00006468328,0.000002221238,0.00002779097,0.0005054051,0.00001940535,0.00008224375,0.0002367266,0.9940674,0.000009109714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01463932,0.02767977,0.0009139524,0.08850155,0.02462033,0.0002669019,0.01754757,0.0003951419,0.8254354],"genre_scores_gemma":[0.04510511,0.01883602,0.001119906,0.007176869,0.001226985,0.00007668986,0.003659749,0.0001800497,0.9226187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9920287,"threshold_uncertainty_score":0.4154849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344025078339211,"score_gpt":0.160921483334058,"score_spread":0.1474812325506659,"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."}}