{"id":"W6979786096","doi":"","title":"Advances in Distinguishing Groundwater Influenced by Oil Sands Process-Affected Water (OSPW) from Natural Bitumen-Influenced Groundwater","year":2020,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Environment and Climate Change Canada; Syncrude; Alberta Environment and Parks; Alberta Agriculture and Forestry; Dartmouth College","keywords":"Tubulopathy; Nucleofection; Diafiltration; TSG101; Fusible alloy; Liquation","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002351792,0.0004782102,0.000319743,0.003424728,0.0005257868,0.001602608,0.0008790097,0.0004542079,0.001091012],"category_scores_gemma":[0.002339592,0.0001860062,0.0001944559,0.002012358,0.0009714526,0.0006315449,0.00105112,0.0004266247,0.0002456715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656811,"about_ca_system_score_gemma":0.003192345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05264024,"about_ca_topic_score_gemma":0.2244649,"domain_scores_codex":[0.9985557,0.0002065843,0.00008026083,0.0002580829,0.0008175666,0.00008188427],"domain_scores_gemma":[0.9979972,0.0004599845,0.0002881564,0.0001396117,0.001028748,0.00008622739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002165465,0.0001215038,0.2349932,0.00101681,0.0001048072,0.0002637524,0.001007117,0.002314537,0.2429676,0.003188738,0.0007933619,0.5130121],"study_design_scores_gemma":[0.00002878462,0.0007859629,0.4727524,0.0004819774,0.0002834778,0.001149464,0.004080766,0.0128187,0.4127615,0.005362588,0.08937459,0.0001197842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204137,0.01580934,0.1291974,0.002205797,0.0001403814,0.0003955551,0.002618586,0.0006941914,0.02852504],"genre_scores_gemma":[0.8034921,0.008780631,0.1829426,0.0003147737,0.00004757346,0.00007450046,0.0009174857,0.00005012258,0.003380204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05264024,"threshold_uncertainty_score":0.1046677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005434229847118095,"score_gpt":0.226062972784474,"score_spread":0.220628742937356,"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."}}