{"id":"W2783006475","doi":"10.1002/cjce.23139","title":"Role of mineral flotation technology in improving bitumen extraction from mined Athabasca oil sands: I. Flotation chemistry of water‐based oil sand extraction","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Oil sands; Extraction (chemistry); Asphalt; Tailings; Adsorption; Chemistry; Flocculation; Chemical engineering; Asphaltene; Materials science; Organic chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001954691,0.000137072,0.0002659719,0.0002316661,0.00004051792,0.00002370869,0.0001989331,0.0001882121,0.00009880088],"category_scores_gemma":[0.0002252566,0.0001128378,0.00009438775,0.0002385863,0.00008465235,0.0001512155,0.000008033457,0.0003366412,6.488075e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243679,"about_ca_system_score_gemma":0.0002249506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767767,"about_ca_topic_score_gemma":0.0004220737,"domain_scores_codex":[0.9989259,0.00000739269,0.0005297157,0.0001278082,0.0001833464,0.0002257836],"domain_scores_gemma":[0.9991555,0.00005767752,0.0003196138,0.0001466776,0.0002027223,0.0001177579],"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":[0.00004189309,0.00001684568,0.0003839325,0.000123905,0.00003981331,0.000004303291,0.000246268,0.002391639,0.9842022,9.530731e-7,0.000002526481,0.01254569],"study_design_scores_gemma":[0.000528227,0.00001178936,0.00007309659,0.0003010242,0.00007200564,0.00002171691,0.0001135742,0.0544287,0.9442508,0.00003285864,0.00006086019,0.0001053849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990132,0.0003204639,0.0001487472,0.0001857995,0.00004649516,0.000003064294,0.00001129366,0.00001275546,0.0002581249],"genre_scores_gemma":[0.99903,0.000003021346,0.0005869715,0.000004128777,0.0002551689,0.000002800389,0.00002617177,0.00001829475,0.00007344727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05203706,"threshold_uncertainty_score":0.5695762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004016312576451205,"score_gpt":0.1949150191014475,"score_spread":0.1908987065249963,"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."}}