{"id":"W4205153169","doi":"10.11159/rtese20","title":"Proceedings of the 4th International Conference of Recent Trends in Environmental Science and Engineering (RTESE'19)","year":2020,"lang":"en","type":"paratext","venue":"Proceedings of the International Conference of Recent Trends in Environmental Science and Engineering","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Queen's University; Canadian Water Network; Australian Government","keywords":"Engineering ethics; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004234737,0.001095683,0.001021114,0.002015214,0.0009631811,0.006742342,0.00125619,0.002264026,0.2615409],"category_scores_gemma":[0.004303681,0.000311198,0.0006562968,0.001711667,0.000790665,0.002791994,0.002728307,0.002902185,0.1779432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503182,"about_ca_system_score_gemma":0.004520859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004180111,"about_ca_topic_score_gemma":0.01036293,"domain_scores_codex":[0.9974855,0.0003343278,0.0001277723,0.0001860486,0.001594292,0.0002719394],"domain_scores_gemma":[0.9942749,0.00047084,0.0002165743,0.0003168791,0.003368204,0.001352687],"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":[0.00009889616,0.0001114967,0.0003145624,0.0002111496,0.000008326363,0.00004722891,0.0000448702,0.0001738443,0.001163743,0.002138591,0.8974765,0.09821081],"study_design_scores_gemma":[0.000007221477,0.00003867648,0.000634384,0.000085159,0.000007352771,0.00003924487,0.00004572727,0.0002126306,0.0004255772,0.0007430895,0.9977532,0.000007665311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004536875,0.0241489,0.02199048,0.0235862,0.1394299,0.0006141422,0.00732178,0.00222618,0.7761455],"genre_scores_gemma":[0.005240939,0.008619076,0.004511529,0.001523329,0.004601336,0.0001491963,0.005208078,0.0005544976,0.969592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2615409,"threshold_uncertainty_score":0.8749413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931612695073459,"score_gpt":0.2251087958406968,"score_spread":0.2057926688899623,"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."}}