{"id":"W2739316912","doi":"","title":"From Excellence to Utilitarianism: Technical Culture and Professional Education in Swiss Clock-Making Schools, 1850–1920","year":2008,"lang":"en","type":"article","venue":"Histoire de l’éducation","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Utilitarianism; Prestige; Period (music); Promotion (chess); Elite; Presentation (obstetrics); Modernization theory; Vocational education; Quarter (Canadian coin); Order (exchange); Sociology; Political science; Pedagogy; History; Law; Economics; Aesthetics; Medicine; Art","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":[0.0004744048,0.0001576756,0.0002043431,0.0001806463,0.001480628,0.00003096661,0.0002590272,0.0001914103,0.0001292713],"category_scores_gemma":[0.001682037,0.0001722933,0.00004034219,0.0007051673,0.0002339123,0.0002638895,0.00006225954,0.0003708321,0.00009985899],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004953831,"about_ca_system_score_gemma":0.003651372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107998,"about_ca_topic_score_gemma":0.007746656,"domain_scores_codex":[0.9981117,0.000276801,0.0003594643,0.0004864841,0.0004252783,0.0003403194],"domain_scores_gemma":[0.9989895,0.0001551279,0.0001318661,0.0002623476,0.0002224347,0.0002387654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004252726,0.0008500638,0.02135367,0.00002185438,0.000007034625,0.000004235703,0.3121019,0.000006515098,0.001429158,0.01323268,0.6350932,0.01585714],"study_design_scores_gemma":[0.0001534459,0.00002277872,0.1074025,0.0001641293,0.00001177166,0.000006086104,0.04629616,0.000008550592,0.00001908272,0.004909325,0.8407208,0.0002853314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7871338,0.00734218,0.001312287,0.1069026,0.01608191,0.001815069,0.00001974844,0.0003745558,0.07901786],"genre_scores_gemma":[0.9659618,0.0001227736,0.006884314,0.001267253,0.0007510991,0.0002381948,0.00002515756,0.00001657269,0.02473284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2658058,"threshold_uncertainty_score":0.9998193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03983184841833709,"score_gpt":0.368700355513139,"score_spread":0.3288685070948019,"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."}}