{"id":"W2035351322","doi":"10.7202/800521ar","title":"Women in Botany and the Canadian Federal Department of Agriculture, 1887-1919","year":2009,"lang":"en","type":"article","venue":"Scientia Canadensis Canadian Journal of the History of Science Technology and Medicine","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professionalization; Bureaucracy; Amateur; Workforce; Agriculture; Political science; Service (business); Work (physics); Public administration; Sociology; Public relations; Law; Politics; History; Engineering; Business; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001341783,0.0003947477,0.0004009379,0.002348187,0.03546211,0.004241523,0.001276075,0.001688443,0.008248505],"category_scores_gemma":[0.001864252,0.0003543759,0.0001863684,0.0041582,0.01326566,0.001222884,0.002502543,0.002346541,0.0006860963],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.189547,"about_ca_system_score_gemma":0.1254125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994557,"about_ca_topic_score_gemma":0.9980857,"domain_scores_codex":[0.9977694,0.0001279696,0.00002404307,0.0002113281,0.0006373934,0.001229963],"domain_scores_gemma":[0.9988876,0.0001113152,0.00007596439,0.00002224364,0.000495282,0.0004077025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000246046,0.0000739636,0.02466063,0.0003415707,0.00001872373,0.001644491,0.4383834,0.0002766005,0.00193107,0.3318063,0.08892258,0.1116946],"study_design_scores_gemma":[0.000004696239,0.00001169887,0.0284349,0.0001400607,0.000005348659,0.00008367924,0.02925998,0.00002370281,0.0002061724,0.0008920382,0.9409101,0.00002754805],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3096683,0.0364547,0.000650342,0.04054343,0.001438453,0.000118608,0.001661896,0.00006504482,0.6093992],"genre_scores_gemma":[0.8211392,0.01079481,0.0004585597,0.003477492,0.0001492167,0.00003508726,0.0003082749,0.00003555934,0.1636018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9645379,"threshold_uncertainty_score":0.9400105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192412504194959,"score_gpt":0.1916560930483903,"score_spread":0.1797319680064407,"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."}}