{"id":"W3213879025","doi":"10.26434/chemrxiv.8067494.v1","title":"Impact of Surface Hydrophobicity and Salinity on the Adsorption of Humic Acids","year":2019,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Quartz crystal microbalance; Adsorption; Contact angle; Chemistry; Chemical engineering; Thiol; Salinity; Humic acid; Environmental chemistry; Organic chemistry; Geology","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":[0.0002733037,0.0003478172,0.0002986382,0.0001571796,0.0002150337,0.000334838,0.0001548961,0.0002772271,0.00131804],"category_scores_gemma":[0.0006828962,0.0001873648,0.0002100665,0.0001619156,0.0002983283,0.0002197463,0.0003266814,0.0002581366,0.0002765779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956023,"about_ca_system_score_gemma":0.0001711794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641918,"about_ca_topic_score_gemma":0.00199748,"domain_scores_codex":[0.9997054,0.00005759424,0.00001811969,0.00004909113,0.00009538644,0.00007440963],"domain_scores_gemma":[0.9997445,0.0001072418,0.00003175625,0.0000232501,0.00006550939,0.00002778663],"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":[0.0001355425,0.000009515996,0.0003047162,0.00005290606,0.00001108879,0.00003323881,0.00003559059,0.0001272383,0.9983267,0.00002102007,0.00001855216,0.0009239793],"study_design_scores_gemma":[0.000005648696,0.0001163138,0.002413028,0.000002629938,0.000009282588,0.00002285591,0.00003839608,0.0005330242,0.9966247,0.00001482578,0.0002135248,0.000005762574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984086,0.0003913601,0.0004138091,0.00003457199,0.0000143636,0.000008993786,0.0001084239,0.00001218146,0.0006076117],"genre_scores_gemma":[0.9980394,0.0004365798,0.0005737967,0.00003295518,0.000006830222,0.000009261457,0.000110911,0.000008515081,0.0007817709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001641918,"threshold_uncertainty_score":0.004409254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307484204441768,"score_gpt":0.2228863130475093,"score_spread":0.2098114710030916,"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."}}