{"id":"W4230826498","doi":"10.22230/src.2015v6n3a209","title":"Why Fabricate?","year":2015,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sociology; Knowledge management; Work (physics); Computer science; World Wide Web; Engineering ethics; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001777894,0.00006295156,0.00007699106,0.000120147,0.001034879,0.000831384,0.0005115974,0.00008553087,0.0001292128],"category_scores_gemma":[0.0004438306,0.000048215,0.00001847489,0.00006087328,0.0008127086,0.001249883,0.0003342838,0.0008587992,0.000140963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003380571,"about_ca_system_score_gemma":0.00003616084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007814153,"about_ca_topic_score_gemma":0.001768205,"domain_scores_codex":[0.9988792,0.00035164,0.0001090421,0.000130661,0.0003257405,0.0002037036],"domain_scores_gemma":[0.9983383,0.00007054341,0.00002777576,0.0005804733,0.0008762517,0.0001066231],"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":[0.00002328024,0.00008543539,0.000386017,0.000009841759,0.0000211008,0.000001367127,0.0389554,2.462891e-7,0.0001921488,0.5799298,0.3708648,0.009530501],"study_design_scores_gemma":[0.0001841515,0.00007877427,0.0001946661,0.00001595179,0.000003435592,0.000002494935,0.01959169,0.00001834274,0.0000954482,0.05912152,0.9206291,0.00006441261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09512938,0.0305889,0.0001183297,0.1088385,0.0001887655,0.0006281753,0.00002642313,0.0004613088,0.7640202],"genre_scores_gemma":[0.9905226,0.0007939456,0.0001825764,0.0005655628,0.0001063954,0.00003749261,0.00003433974,0.000009211418,0.007747917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8953932,"threshold_uncertainty_score":0.8017055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1907180727516167,"score_gpt":0.3611176398029687,"score_spread":0.170399567051352,"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."}}