{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005729174,0.0009534172,0.0004066576,0.001263209,0.007071127,0.01342507,0.001178225,0.003497768,0.02119165],"category_scores_gemma":[0.0144885,0.0004701811,0.0005690921,0.001149262,0.02433286,0.01473929,0.007071713,0.004133348,0.01187875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002283181,"about_ca_system_score_gemma":0.002474513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002217773,"about_ca_topic_score_gemma":0.003407912,"domain_scores_codex":[0.9938642,0.002646474,0.0002085615,0.0008658267,0.001377938,0.001037162],"domain_scores_gemma":[0.9964115,0.0008841309,0.0004486882,0.001167706,0.0006320033,0.0004559505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001046288,0.00008939753,0.003994643,0.0006178704,0.00003940492,0.0008201002,0.08009934,0.000401004,0.002850703,0.6929248,0.08407807,0.1339801],"study_design_scores_gemma":[0.00001668129,0.00006618999,0.001281636,0.0006442945,0.00002604824,0.001008643,0.05728221,0.0001870501,0.002390763,0.1115362,0.8255237,0.00003655693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06229798,0.01206304,0.05257004,0.1872564,0.008098794,0.0001662107,0.0001778389,0.00115573,0.6762139],"genre_scores_gemma":[0.7667261,0.008912482,0.02530958,0.03072861,0.001208368,0.0003088727,0.0001492146,0.001365534,0.1652913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9965022,"threshold_uncertainty_score":0.07089317,"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."}}