{"id":"W2007154324","doi":"10.7202/800526ar","title":"The Very Model of a Modern Engineer: Status, Education, and the Engineering Institute of Canada, 1925-1932","year":2009,"lang":"en","type":"article","venue":"Scientia Canadensis Canadian Journal of the History of Science Technology and Medicine","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Inclusion (mineral); Curriculum; Engineering education; Identity (music); Engineering ethics; Sociology; Engineering; Political science; Pedagogy; Law; Social science","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":[0.00155497,0.0003946279,0.0003259967,0.002631752,0.02569628,0.008365026,0.001095151,0.001712836,0.00452497],"category_scores_gemma":[0.003657656,0.0003430464,0.0001887732,0.003782585,0.02062376,0.002576755,0.003039907,0.003594745,0.0003441169],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2016893,"about_ca_system_score_gemma":0.1593655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958569,"about_ca_topic_score_gemma":0.9981112,"domain_scores_codex":[0.9978039,0.0002006821,0.00003504893,0.0002039666,0.0008007243,0.0009556072],"domain_scores_gemma":[0.9978746,0.0002533864,0.0001468305,0.00004556914,0.001014797,0.0006648668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001595602,0.0000898978,0.02480515,0.000146653,0.00002735275,0.0008974635,0.2638908,0.0005731009,0.0006811436,0.5859399,0.05254106,0.07024787],"study_design_scores_gemma":[0.00001702297,0.00003898652,0.07817026,0.0002989823,0.00003041264,0.0002337811,0.08860873,0.0003752644,0.0004862061,0.01320597,0.8183996,0.0001347779],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4312043,0.02312695,0.00106661,0.07508227,0.0006850082,0.00007336547,0.0009937633,0.00005640156,0.4677112],"genre_scores_gemma":[0.9499698,0.003771732,0.0002734889,0.001947843,0.00005264228,0.00001052236,0.00009791776,0.0000232654,0.04385272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9743037,"threshold_uncertainty_score":0.9259272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184109860394903,"score_gpt":0.2679887883810533,"score_spread":0.2461476897771042,"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."}}