{"id":"W1965337214","doi":"10.1080/01457632.2014.833849","title":"Hans Müller-Steinhagen: Up, Up and Away—A Global Career in Research, Education, Management, and Leadership","year":2013,"lang":"en","type":"article","venue":"Heat Transfer Engineering","topic":"Management Theory and Practice","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Management; Sociology; Political science; Engineering ethics; Economics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001490599,0.0005912283,0.0002833928,0.0008153784,0.001197202,0.002417894,0.0003456949,0.001398106,0.01775082],"category_scores_gemma":[0.001970718,0.0002742716,0.0001431011,0.0005130278,0.0008769826,0.002008339,0.001658736,0.002950249,0.01265252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118732,"about_ca_system_score_gemma":0.003346491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895639,"about_ca_topic_score_gemma":0.003907063,"domain_scores_codex":[0.999124,0.0001544061,0.00002847459,0.0001216603,0.0004452035,0.0001263011],"domain_scores_gemma":[0.9981614,0.0001648042,0.0001015756,0.00003387287,0.0003463688,0.001191934],"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":[0.00006852217,0.00002888303,0.0008356308,0.0001438395,0.000005701265,0.0002671016,0.0004828177,0.0001441675,0.00135663,0.01006619,0.8686304,0.11797],"study_design_scores_gemma":[0.00001042371,0.00005027948,0.001388801,0.0001805077,0.000005511953,0.001121501,0.0008204824,0.0002333672,0.001936203,0.003823794,0.9904023,0.0000268398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01258709,0.1681349,0.007398061,0.6349067,0.07732397,0.0001035338,0.0003301267,0.001035546,0.09818003],"genre_scores_gemma":[0.180914,0.1465269,0.008967924,0.0565255,0.01747651,0.0001056183,0.0002921074,0.0005397864,0.5886516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01775082,"threshold_uncertainty_score":0.05938244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144047816442709,"score_gpt":0.2789538536982248,"score_spread":0.1645490720539539,"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."}}