{"id":"W2928840841","doi":"10.3390/ijerph16071242","title":"Industrial Odor Source Identification Based on Wind Direction and Social Participation","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Bureau for International Education","keywords":"Odor; Pet food; Environmental science; Psychology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001176679,0.00006018878,0.0001082865,0.0002612131,0.00009018049,0.00008628525,0.0001295726,0.00007909397,0.0001544939],"category_scores_gemma":[0.0002998235,0.00005193774,0.00002709778,0.00005904711,0.00007325263,0.0001994944,0.00004745719,0.0004009831,0.00001157811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649211,"about_ca_system_score_gemma":0.00005992408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001546043,"about_ca_topic_score_gemma":8.847991e-7,"domain_scores_codex":[0.9986252,0.00008915902,0.0002852834,0.0001188075,0.000684508,0.0001970762],"domain_scores_gemma":[0.9994349,0.0001968856,0.0001379898,0.00005476877,0.00004599773,0.0001293844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005172593,0.0005858305,0.04902259,0.00002770054,0.00008211105,0.000004791675,0.0004962801,0.0003154431,0.07093795,0.0007733146,0.001090405,0.8761463],"study_design_scores_gemma":[0.01450797,0.004322154,0.6339572,0.0003416657,0.00001738479,0.00007978257,0.005561246,0.1067993,0.01713494,0.001753976,0.2148566,0.0006678034],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846345,0.0000716161,0.0006768077,0.01415315,0.0001917452,0.00009793419,0.00001288947,0.00001219738,0.0001491903],"genre_scores_gemma":[0.9992487,0.00009502567,0.00002819647,0.0001267423,0.000224949,0.000002277037,0.00001170136,0.000007209399,0.0002552266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8754785,"threshold_uncertainty_score":0.211796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09610480273546966,"score_gpt":0.3719793687830732,"score_spread":0.2758745660476035,"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."}}