{"id":"W2915612478","doi":"10.1016/j.watres.2019.02.022","title":"Effect of bovine serum albumin on stability and transport of kaolinite colloid","year":2019,"lang":"en","type":"article","venue":"Water Research","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Colloid; Kaolinite; Ionic strength; Chemistry; Bovine serum albumin; Adsorption; Chemical engineering; Chromatography; Mineralogy; Aqueous solution; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004964018,0.0003109311,0.0002368389,0.0001695172,0.0002273629,0.0004043541,0.0002968707,0.0003178138,0.0006286312],"category_scores_gemma":[0.001237791,0.0001570752,0.0002936728,0.0001969004,0.0003786448,0.0002799333,0.0001897731,0.0003038725,0.0001959206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004985466,"about_ca_system_score_gemma":0.000518575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007443988,"about_ca_topic_score_gemma":0.003925114,"domain_scores_codex":[0.9996251,0.0001116871,0.00003579318,0.00006168302,0.00005582927,0.0001099134],"domain_scores_gemma":[0.9993342,0.0002794934,0.00008598972,0.00005200372,0.0001743852,0.00007386624],"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":[0.00311115,0.0001063692,0.0009716342,0.00007111211,0.00003862315,0.00008711102,0.0001422164,0.000286262,0.992882,0.00006774941,0.00005829141,0.002177555],"study_design_scores_gemma":[0.00002293578,0.000536108,0.002198872,0.000002856518,0.00002614315,0.00003989499,0.00002865603,0.001055939,0.9956676,0.00001455252,0.000396922,0.000009581858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987607,0.0004184844,0.000398558,0.00002723305,0.00002172113,0.000006964985,0.0000480848,0.00001464574,0.0003036761],"genre_scores_gemma":[0.9987123,0.0001585228,0.0004294541,0.00001967245,0.000008113809,0.00000365452,0.00007080613,0.00001613844,0.0005813235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007443988,"threshold_uncertainty_score":0.01480132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746866771571519,"score_gpt":0.3343491221550006,"score_spread":0.2968804544392853,"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."}}