{"id":"W1992009559","doi":"10.1016/j.scitotenv.2012.04.024","title":"Petroleum coke adsorption as a water management option for oil sands process-affected water","year":2012,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":132,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Syncrude (Canada)","funders":"Syncrude; University of Saskatchewan","keywords":"Chemistry; Adsorption; Environmental chemistry; Freundlich equation; Langmuir; Oil sands; Pulp and paper industry; Asphalt; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001344725,0.0002071949,0.0002725353,0.0003335795,0.0005287298,0.0005027029,0.000336444,0.0004345943,0.002009192],"category_scores_gemma":[0.000199096,0.0001175504,0.0003058815,0.0002419473,0.000194949,0.0004195615,0.0002864608,0.0002688517,0.0002142562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483181,"about_ca_system_score_gemma":0.0004000698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019963,"about_ca_topic_score_gemma":0.02070136,"domain_scores_codex":[0.9998752,0.00001663169,0.000004849809,0.00001874432,0.0000422658,0.00004218953],"domain_scores_gemma":[0.9999403,0.00001453525,0.000007707093,0.000004691855,0.00001992642,0.00001283743],"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":[0.00163387,0.0002170321,0.001779382,0.0001154434,0.00002021704,0.0001398018,0.00004837387,0.002743788,0.9790915,0.0003178352,0.0002145911,0.01367818],"study_design_scores_gemma":[0.00002679033,0.0005425042,0.003185813,0.000004766658,0.00004193769,0.00005793613,0.000134898,0.01592182,0.9784659,0.0001061713,0.001495263,0.00001619815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964922,0.0001911276,0.001096197,0.00008536374,0.00001631778,0.00001459655,0.00003980636,0.00002473307,0.002039611],"genre_scores_gemma":[0.9973756,0.0001286477,0.0006312085,0.00001221284,0.000004027147,0.000004058224,0.00001720271,0.000003367404,0.001823622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9898004,"threshold_uncertainty_score":0.02028054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007248641887607206,"score_gpt":0.2187686250593598,"score_spread":0.2115199831717526,"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."}}