{"id":"W2091048182","doi":"10.1145/1268573.1268574","title":"EC practitioners","year":2007,"lang":"en","type":"article","venue":"ACM SIGEVOlution","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Field (mathematics); Technology transfer; Engineering ethics; Engineering; Engineering management; Computer science; Political science; Knowledge management; Mathematics","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":[0.008036426,0.0005557855,0.000417005,0.002209793,0.002351187,0.005055578,0.001636354,0.002979426,0.1405694],"category_scores_gemma":[0.03281055,0.000377124,0.0004344621,0.003362612,0.001428658,0.004603258,0.003792257,0.002855252,0.04164177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886345,"about_ca_system_score_gemma":0.00479248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002977547,"about_ca_topic_score_gemma":0.003218162,"domain_scores_codex":[0.9937183,0.001905838,0.0003510634,0.001026547,0.001996808,0.001001407],"domain_scores_gemma":[0.9674526,0.008564311,0.001662318,0.002946079,0.011668,0.007706586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002533747,0.0003795791,0.01371947,0.0009065958,0.0000268326,0.0007936173,0.007994072,0.0008191461,0.002420592,0.07753442,0.363813,0.5313393],"study_design_scores_gemma":[0.00002203923,0.00008279934,0.003882889,0.0003484649,0.000008441119,0.001079722,0.003971536,0.0007163875,0.0004556531,0.008953507,0.9804622,0.0000164121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08421557,0.03384963,0.07880377,0.1240574,0.005650967,0.000847576,0.00205959,0.002161432,0.668354],"genre_scores_gemma":[0.2682902,0.02411109,0.03320541,0.06928752,0.00160107,0.0007828386,0.002197988,0.0009416434,0.5995823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1405694,"threshold_uncertainty_score":0.4702514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724661484712584,"score_gpt":0.2772928346488017,"score_spread":0.2300462198016759,"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."}}