{"id":"W1577663005","doi":"","title":"Richard White, Gentlemen Engineers: The Careers of Frank and Walter Shanly","year":2001,"lang":"en","type":"article","venue":"Material Culture Review / Revue de la culture matérielle","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"White (mutation); Sociology; Management; Art history; Art; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004609948,0.000677041,0.0005882459,0.001501979,0.004408566,0.003906768,0.0009193823,0.007059997,0.007665352],"category_scores_gemma":[0.01623398,0.0004689007,0.0003280037,0.001185981,0.003292942,0.005750942,0.002016628,0.007968649,0.002700466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176442,"about_ca_system_score_gemma":0.004797516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521701,"about_ca_topic_score_gemma":0.04268951,"domain_scores_codex":[0.9973592,0.0009985435,0.0001081647,0.0002988779,0.0009903834,0.0002447813],"domain_scores_gemma":[0.9939521,0.002734309,0.0003280453,0.0001366103,0.00166305,0.001185785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001347333,0.000007162761,0.00005962616,0.0001079874,0.000002448263,0.00004478084,0.0005762308,0.00001220122,0.00003578482,0.006058434,0.976725,0.01635681],"study_design_scores_gemma":[0.00000407942,0.000007239622,0.0001609162,0.0003660856,0.000002660749,0.00008468267,0.0009888198,0.000008174343,0.00003661254,0.001562712,0.9967701,0.000007863213],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006075897,0.3134232,0.0003320831,0.6296251,0.04724841,0.00001075183,0.00003518663,0.00002362646,0.008694029],"genre_scores_gemma":[0.02454677,0.3568428,0.00116018,0.4037325,0.05198928,0.00006386023,0.00005818384,0.0001483687,0.161458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9955915,"threshold_uncertainty_score":0.03025687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527202522850459,"score_gpt":0.2268030758855115,"score_spread":0.2115310506570069,"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."}}