{"id":"W4408426812","doi":"10.5194/egusphere-egu25-10736","title":"Integrated Simulation of Polycyclic Aromatic Compounds in the Athabasca River Basin","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Alberta; University of Waterloo","funders":"","keywords":"Oil sands; Structural basin; Environmental science; Environmental chemistry; Geology; Chemistry; Geography; Archaeology; Geomorphology; Asphalt","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":[0.0002778399,0.0006943945,0.000474113,0.0006530175,0.000932297,0.0008311543,0.001022484,0.0009138362,0.001439999],"category_scores_gemma":[0.0006012741,0.0002596066,0.0007117765,0.0008377706,0.0005163988,0.0004235364,0.00066424,0.0004919153,0.00009891814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792498,"about_ca_system_score_gemma":0.003186886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4101254,"about_ca_topic_score_gemma":0.2707556,"domain_scores_codex":[0.9998438,0.00003029718,0.000009395434,0.00003223657,0.00004146757,0.00004269634],"domain_scores_gemma":[0.9997559,0.00008427953,0.00002097409,0.00001760035,0.00007803507,0.00004312084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004722166,0.00008706192,0.01055599,0.00001506318,0.00002377869,0.00008370515,0.00003483907,0.9854465,0.001192567,0.0004516317,0.0001973344,0.001864412],"study_design_scores_gemma":[0.00002157489,0.00001439443,0.002364707,0.000001584465,0.000008667248,0.000005026926,0.00004197137,0.9968664,0.0003016376,0.0001308318,0.0002353722,0.000007746557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911559,0.0000504812,0.003251753,0.000155012,0.00001509758,0.0000399217,0.0008454216,0.00030817,0.004178295],"genre_scores_gemma":[0.9949527,0.00004785572,0.00339382,0.00002463469,0.000002898166,0.00003957308,0.0006950927,0.0000226354,0.0008209168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5898746,"threshold_uncertainty_score":0.8154764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925000293048885,"score_gpt":0.2567549551449346,"score_spread":0.2375049522144458,"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."}}