{"id":"W2421301191","doi":"10.1002/cjce.22557","title":"Impact of fine solids on mined Athabasca oil sands extraction I. Floatability of fine solids","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Imperial Oil (Canada); Alberta Innovates","funders":"","keywords":"Oil sands; Slurry; Froth flotation; Entrainment (biomusicology); Asphalt; Adsorption; Extraction (chemistry); Kaolinite; Particle size; Chemistry; Suspended solids; Mineralogy; Chemical engineering; Materials science; Chromatography; Environmental science; Metallurgy; Environmental engineering; Wastewater; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002952178,0.00009628834,0.0001783567,0.00006839616,0.00002103946,0.000007018612,0.000178939,0.00005581489,0.001222858],"category_scores_gemma":[0.0002907928,0.0000568839,0.0001278502,0.000126914,0.00009022077,0.0001230909,0.00001038554,0.0001211143,0.000004568587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911548,"about_ca_system_score_gemma":0.00007837832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167535,"about_ca_topic_score_gemma":0.000681199,"domain_scores_codex":[0.999201,0.00001687179,0.0003641153,0.00007311723,0.0001898845,0.0001550392],"domain_scores_gemma":[0.9993418,0.0001005346,0.0001596989,0.0001523825,0.00003810043,0.0002074706],"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":[0.00003160257,0.0000171446,0.001346974,0.00000812499,0.00001480581,0.000001886355,0.0001185027,0.002641161,0.9892437,0.0000445015,0.001338201,0.005193428],"study_design_scores_gemma":[0.0003998258,0.000180021,0.01236305,0.00008986537,0.00001418135,0.00003026853,0.00000217313,0.003232949,0.982995,0.0000936536,0.0004899079,0.0001090718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997849,0.00001930074,0.001123335,0.0004417905,0.00005005718,0.00002916008,0.00001708489,0.000006929329,0.000463275],"genre_scores_gemma":[0.9991981,0.000002830965,0.0006019836,0.00001395611,0.00005703887,0.000001478415,0.000001511572,0.000008231503,0.0001148675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101607,"threshold_uncertainty_score":0.9996902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062326908165032,"score_gpt":0.2452651199547803,"score_spread":0.23464185087313,"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."}}