{"id":"W2918297279","doi":"10.15126/thesis.00849748","title":"Humic acid, its colloidal and solution properties and relevance to bitumen recovery from oil sands.","year":2018,"lang":"en","type":"dissertation","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dielectric; Oil sands; Wetting; Humic acid; Chemical engineering; Colloid; Materials science; Extraction (chemistry); Mineralogy; Asphalt; Chemistry; Composite material; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0001707977,0.0002122441,0.0001729953,0.0003610032,0.0001221591,0.0003799695,0.0001122802,0.0003648044,0.0006640207],"category_scores_gemma":[0.000263082,0.00006813261,0.0001469735,0.000218347,0.0002083119,0.0002335214,0.0001935135,0.0002502502,0.0002222182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053781,"about_ca_system_score_gemma":0.0002374129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008184497,"about_ca_topic_score_gemma":0.001210614,"domain_scores_codex":[0.9998795,0.00002572736,0.00000661736,0.00002609588,0.00004691241,0.00001500303],"domain_scores_gemma":[0.9998804,0.00003236979,0.00003458985,0.000006547622,0.00003174755,0.00001434731],"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":[0.00007520432,0.00001642379,0.001493425,0.000333033,0.00002492504,0.0001310415,0.00003531875,0.000410176,0.9841007,0.0002196473,0.00006477418,0.0130954],"study_design_scores_gemma":[0.00000293036,0.0002158984,0.01553019,0.00002417012,0.0000405443,0.0006787668,0.0001834486,0.002094515,0.9743833,0.0003051623,0.006524323,0.00001682979],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486562,0.0351609,0.01158818,0.0002517874,0.0000844831,0.00005252859,0.0003650154,0.00005445014,0.003786474],"genre_scores_gemma":[0.9880251,0.006667436,0.002702695,0.00004772794,0.00003131968,0.0000129467,0.0001965083,0.000008785459,0.002307412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008184497,"threshold_uncertainty_score":0.002221406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210318836274796,"score_gpt":0.350724302122312,"score_spread":0.2296924184948325,"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."}}