{"id":"W4229458315","doi":"10.1021/acs.est.2c00264","title":"Global Historical Production, Use, In-Use Stocks, and Emissions of Short-, Medium-, and Long-Chain Chlorinated Paraffins","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"State Key Joint Laboratory of Environmental Simulation and Pollution Control","keywords":"Chlorinated paraffins; Environmental science; Production (economics); Chain (unit); Waste management; Environmental chemistry; Chemistry; Environmental protection; Economics; Engineering; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004659938,0.0001850575,0.0002207431,0.0002561733,0.0004375081,0.00001814691,0.000484192,0.00009478859,0.000477592],"category_scores_gemma":[0.0002800878,0.0001819925,0.00001932491,0.001835371,0.002789902,0.0005653582,0.001715701,0.0002837583,0.000005829122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003229547,"about_ca_system_score_gemma":0.0000413535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944936,"about_ca_topic_score_gemma":0.0002923585,"domain_scores_codex":[0.9977456,0.00004778019,0.00030701,0.0007655882,0.0006170306,0.0005169744],"domain_scores_gemma":[0.9992544,0.00002802285,0.00009869049,0.0004235687,7.514272e-7,0.0001945678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001844545,0.0002172871,0.8624067,0.000001037206,0.000003034217,0.00002667242,0.0001766847,0.00020541,0.1195534,0.0000305279,0.00007838946,0.01728246],"study_design_scores_gemma":[0.0002184009,0.0002492561,0.9877326,0.000004049257,0.000008404298,0.0003416968,0.0003449837,0.0001433857,0.007421265,0.0002471372,0.003085318,0.000203532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979506,0.0001633025,0.00003651747,0.001180553,0.0001871271,0.0003156996,0.00005322657,0.00006653998,0.00004645736],"genre_scores_gemma":[0.9991698,0.00009575322,0.0003528761,0.00004296246,0.000006898013,0.00002116548,9.417727e-7,0.00001098947,0.0002986563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253259,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100677040735002,"score_gpt":0.224155909716947,"score_spread":0.213149139309597,"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."}}