{"id":"W1901371456","doi":"10.1002/etc.2295","title":"Selective biodegradation of naphthenic acids and a probable link between mixture profiles and aquatic toxicity","year":2013,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Syncrude (Canada); University of Alberta; University of Saskatchewan","funders":"","keywords":"Biodegradation; Naphthenic acid; Microcosm; Chemistry; Environmental chemistry; Toxicity; Oil sands; Aquatic toxicology; Phosphate; Chronic toxicity; Nitrate; Bioassay; Chromatography; Organic chemistry; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002224537,0.0003605211,0.0002265421,0.0003665431,0.0001827307,0.000548029,0.0002258746,0.0002346532,0.0004404702],"category_scores_gemma":[0.0004293918,0.0002061827,0.000164868,0.0003236009,0.0003478444,0.0002871693,0.000364273,0.0002495983,0.00008149398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009752008,"about_ca_system_score_gemma":0.0009290295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0359086,"about_ca_topic_score_gemma":0.05247727,"domain_scores_codex":[0.9997362,0.00002397893,0.00001993868,0.000053831,0.0001236109,0.00004246294],"domain_scores_gemma":[0.999648,0.000039438,0.0001379419,0.00001870403,0.0001056597,0.00005012901],"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":[0.0004655977,0.00004808669,0.02867602,0.0000468723,0.00001986764,0.00008351526,0.00006284829,0.0002796494,0.9658025,0.00004145435,0.00002284114,0.004450625],"study_design_scores_gemma":[0.00001243999,0.001083198,0.5469074,0.000008393143,0.00006365289,0.0003155569,0.0003005008,0.002063541,0.4482123,0.0001192007,0.0008903359,0.00002350801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988255,0.0002395194,0.0004161344,0.00002041898,0.000001918031,0.00001370023,0.0001522822,0.00001004499,0.000320384],"genre_scores_gemma":[0.9982023,0.0002153862,0.000587124,0.00001644765,0.000001800558,0.00001480179,0.0001851538,0.000003008514,0.0007738936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0359086,"threshold_uncertainty_score":0.07139921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005367778435958222,"score_gpt":0.1987986625056661,"score_spread":0.1934308840697078,"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."}}