{"id":"W2114556049","doi":"10.1007/s11270-007-9344-x","title":"Regulation of Pollution","year":2007,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Blame; Natural resource economics; Business; Agriculture; Pollutant; Biosphere; Pollution; Environmental protection; Environmental pollution; Biodiversity; Environmental health; Environmental science; Environmental planning; Ecology; Biology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003237332,0.00008159076,0.00007747072,0.00005277488,0.00006009249,0.000004047881,0.00005991552,0.0000610255,0.0005970272],"category_scores_gemma":[0.000005545134,0.00006545526,0.00004384611,0.0001274533,0.00005371369,0.0001886518,0.00005719316,0.00004414011,0.0003831153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458914,"about_ca_system_score_gemma":0.000001363004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000390754,"about_ca_topic_score_gemma":0.0002606109,"domain_scores_codex":[0.9992237,0.00001030015,0.0001882087,0.0001384483,0.0001849065,0.0002544559],"domain_scores_gemma":[0.9997691,0.000003592347,0.00003779952,0.0001368192,0.000006341674,0.00004635557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003320165,0.00003929661,0.0040489,0.00001270373,0.000004887891,0.00000141065,0.00108781,0.02068668,0.959209,0.00009997071,0.0006279741,0.01414811],"study_design_scores_gemma":[0.0002085667,0.00003863451,0.500268,0.00001403473,0.000009424604,0.000005836004,0.00007116301,0.001679772,0.4939424,0.0005222734,0.003126236,0.0001136193],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881051,0.00001630097,0.005668694,0.0004848718,0.0001688742,0.00008405797,0.000004220871,0.00004558849,0.005422299],"genre_scores_gemma":[0.9990277,0.000005699183,0.0001531061,0.0001006136,0.00007888701,0.00000196137,0.00002243314,0.00000864283,0.0006010163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4962192,"threshold_uncertainty_score":0.6537029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009753893385239276,"score_gpt":0.2083217175307213,"score_spread":0.198567824145482,"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."}}