{"id":"W2625256673","doi":"","title":"Ehren Helmet Pflugfelder","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Professional Communication","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhetoric; Techne; Kairos; Metis; Automotive industry; Sociology; Persona; Actor–network theory; Engineering ethics; Politics; Knowledge management; Engineering; Computer science; Epistemology; Political science; World Wide Web; Social science; Human–computer interaction; Law","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002166293,0.0001458611,0.0001360272,0.0001127362,0.003171949,0.0001386365,0.0008637431,0.0001125897,0.001307939],"category_scores_gemma":[0.00001144598,0.000131536,0.00007318896,0.00001411233,0.0005057635,0.0004530658,0.00001341182,0.0005816632,0.00039933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006209422,"about_ca_system_score_gemma":0.00002330019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001119617,"about_ca_topic_score_gemma":0.0003982168,"domain_scores_codex":[0.9991046,0.000100232,0.0002195948,0.0002001882,0.0001951835,0.0001802451],"domain_scores_gemma":[0.9980223,0.000118215,0.0002166969,0.001559227,0.00004063403,0.0000429575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006411835,0.003874153,0.00112647,0.0001304787,0.0006355603,0.00001421149,0.03018264,0.0009818424,0.008022461,0.6685001,0.06939363,0.2164973],"study_design_scores_gemma":[0.002426122,0.0003420596,0.01107187,0.0007840218,0.000179404,0.00001484642,0.006563298,0.001557932,0.0173412,0.02492083,0.9336202,0.001178259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7336481,0.0008575998,0.04103253,0.04133543,0.00825543,0.00214069,0.0005511058,0.001934452,0.1702447],"genre_scores_gemma":[0.9751108,0.00007472261,0.0006047594,0.0003053697,0.00005832691,0.0001279799,0.00002337489,0.00002401601,0.0236707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8642265,"threshold_uncertainty_score":0.999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06065344265668203,"score_gpt":0.2972523478507885,"score_spread":0.2365989051941065,"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."}}