{"id":"W6940591562","doi":"10.1021/acs.est.2c05468.s001","title":"Chemical Weathering\\nPatterns of Diluted Bitumen Spilled\\ninto Freshwater Limnocorrals","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Dissolution; Biodegradation; Weathering; Oil spill; Hydrocarbon; Petroleum","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001523196,0.0003753164,0.0001678042,0.0002090363,0.0003311694,0.0003264109,0.0001921973,0.0001521228,0.0009046191],"category_scores_gemma":[0.0003228548,0.0001367329,0.0002532715,0.0002172894,0.0002911091,0.0002284753,0.0003103997,0.0003696983,0.0001805856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100398,"about_ca_system_score_gemma":0.0007334086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04090914,"about_ca_topic_score_gemma":0.1202076,"domain_scores_codex":[0.9997672,0.00001040863,0.0000142762,0.0000600237,0.0001100063,0.00003800689],"domain_scores_gemma":[0.999823,0.00001473233,0.00005671428,0.00001268623,0.00006852722,0.00002429108],"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":[0.0003200545,0.00002773751,0.01289827,0.00006579587,0.000019206,0.00005767525,0.0001591152,0.0003071714,0.9813587,0.00003564612,0.00006253827,0.004688151],"study_design_scores_gemma":[0.000006493418,0.0005766634,0.05560295,0.000008125827,0.00003245413,0.00004626428,0.0002033651,0.001283234,0.9404617,0.0000184632,0.001742061,0.00001818046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979768,0.0001043536,0.0007538283,0.00001287873,0.000008503342,0.00002582926,0.0004518943,0.00002574046,0.0006402003],"genre_scores_gemma":[0.9884012,0.0004568322,0.004240643,0.00004855418,0.000004044656,0.00006874272,0.00106916,0.00003377437,0.005677082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04090914,"threshold_uncertainty_score":0.08134204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104194911860384,"score_gpt":0.2274125133489341,"score_spread":0.1963705642303303,"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."}}