{"id":"W2099356127","doi":"10.1109/2943.811073","title":"The Outlook for Global Unity Hazardous-Area Equipment","year":2000,"lang":"en","type":"article","venue":"IEEE Industry Applications Magazine","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Directive; Hazardous waste; Engineering; Electronic equipment; Risk analysis (engineering); Manufacturing engineering; Business; Computer science; Waste management; Electrical engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001764284,0.0001845816,0.000254683,0.0000560416,0.001103175,0.0003389987,0.001380991,0.0002693033,0.001097759],"category_scores_gemma":[0.0002397575,0.0001189758,0.000222616,0.001551562,0.0002501307,0.0001632201,0.00005309011,0.0003391886,0.00258172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118033,"about_ca_system_score_gemma":0.0001573219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002298769,"about_ca_topic_score_gemma":0.0001709913,"domain_scores_codex":[0.9974009,0.0001138511,0.0007457187,0.0005264218,0.0008220464,0.0003911115],"domain_scores_gemma":[0.9968929,0.0008851327,0.0001996405,0.00141537,0.0004090522,0.0001978805],"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":[0.00005165729,0.000135949,0.001526498,0.000001295514,0.00004904556,8.593067e-7,0.00002853292,0.003685139,0.00006181095,0.005661814,0.1592399,0.8295575],"study_design_scores_gemma":[0.0002716275,0.00002829587,0.003751389,0.000002737008,0.0000457232,0.000007030763,0.0001230029,0.002835525,0.00009591547,0.08688381,0.9058108,0.0001441978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1449592,0.000914916,0.3224925,0.1139681,0.0007087374,0.004925941,0.001275986,0.0004841417,0.4102705],"genre_scores_gemma":[0.7810459,0.0003351754,0.002595136,0.001220358,0.0007892132,0.002016925,0.00006395297,0.00002618754,0.2119071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8294133,"threshold_uncertainty_score":0.9998153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08966044019438696,"score_gpt":0.3864791329636305,"score_spread":0.2968186927692436,"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."}}