{"id":"W4233631171","doi":"10.1088/1755-1315/281/1/011001","title":"2019 3rd International Conference on Environmental and Energy Engineering (IC3E 2019)","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prosperity; China; Political science; Engineering ethics; Engineering; Library science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023154,0.00121725,0.001153603,0.002347399,0.001350134,0.007064287,0.002232057,0.003322423,0.1518378],"category_scores_gemma":[0.002620318,0.0003610033,0.001093198,0.001861163,0.0008262643,0.00428614,0.002933039,0.003199743,0.1181391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384673,"about_ca_system_score_gemma":0.002755167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012252,"about_ca_topic_score_gemma":0.002501866,"domain_scores_codex":[0.9979668,0.0002839182,0.0001384323,0.0003486606,0.0009125891,0.0003495555],"domain_scores_gemma":[0.9975991,0.0002082199,0.00007114813,0.0002006124,0.001391436,0.0005295502],"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":[0.0001124524,0.0000810399,0.0004749397,0.0006009457,0.00002284615,0.0002228152,0.00009083641,0.0007219168,0.003911786,0.0128015,0.8203868,0.1605721],"study_design_scores_gemma":[0.000003663387,0.00003097999,0.0003658326,0.0001556904,0.000009660792,0.0002143771,0.00008065265,0.0007494429,0.0009164677,0.002420573,0.9950361,0.00001650835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007602704,0.06958288,0.07623819,0.02888499,0.1489493,0.0008936019,0.005349074,0.006021029,0.6564782],"genre_scores_gemma":[0.02621554,0.03903174,0.02684046,0.00524612,0.00984158,0.0004791232,0.01492658,0.001884952,0.8755338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8481622,"threshold_uncertainty_score":0.5079482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324157867120345,"score_gpt":0.1995293344320476,"score_spread":0.1862877557608441,"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."}}