{"id":"W4225697758","doi":"10.2139/ssrn.4060747","title":"Assessing the Potential for In-Situ Burning to Introduce Polycyclic Aromatic Compounds (Pacs) into Small-Scale Freshwater Systems","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Environmental remediation; Environmental science; Oil spill; Aquatic ecosystem; Contamination; Environmental chemistry; Racing slick; Environmental engineering; Chemistry; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004603706,0.0004011306,0.0001941489,0.0001662328,0.0004897834,0.0006363298,0.0004157204,0.000900242,0.001670664],"category_scores_gemma":[0.0007252355,0.0001665776,0.0003794355,0.0001579626,0.0004105782,0.000785179,0.0004050628,0.0006063482,0.0003194672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035081,"about_ca_system_score_gemma":0.0006277113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006418343,"about_ca_topic_score_gemma":0.01046983,"domain_scores_codex":[0.999756,0.00002600885,0.000008907251,0.00008552425,0.00007558949,0.00004796437],"domain_scores_gemma":[0.9996061,0.0001221538,0.00005442273,0.00003180146,0.0001443893,0.00004117174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006587487,0.0002716522,0.04253441,0.0002344625,0.00007133209,0.0001352268,0.0001221496,0.00751419,0.9312853,0.0004312724,0.0001709602,0.01657033],"study_design_scores_gemma":[0.00005171947,0.003217828,0.07155846,0.00002808806,0.0001518701,0.0001193616,0.0006092643,0.02402418,0.8954386,0.0007837155,0.003984752,0.0000322186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946919,0.000109789,0.002876834,0.00006049622,0.00002721074,0.00005863624,0.0003262312,0.00002536293,0.0018236],"genre_scores_gemma":[0.9953923,0.0001788868,0.002716577,0.00005240288,0.000004489621,0.00003494045,0.0001533665,0.00001054483,0.00145642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006418343,"threshold_uncertainty_score":0.01276195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008138033080655652,"score_gpt":0.2505544308883882,"score_spread":0.2424163978077326,"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."}}