{"id":"W2912887380","doi":"10.1002/aic.16569","title":"Preventing crude oil adhesion using fully waterborne coatings","year":2019,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Coating; Materials science; Melamine; Polymer; Surface modification; Adhesion; Raw material; Chemical engineering; Extraction (chemistry); Polyurethane; Silicone; Crude oil; Silicone oil; Pulp and paper industry; Nanotechnology; Chemistry; Composite material; Organic chemistry; Petroleum engineering","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":[0.0001113732,0.0004776152,0.0001508593,0.0001648963,0.0001106358,0.0002641255,0.0003189332,0.000260449,0.000991129],"category_scores_gemma":[0.0002359067,0.0001529943,0.0001641369,0.00009410192,0.0001839829,0.0003091994,0.0003481534,0.0003392782,0.0003049379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905541,"about_ca_system_score_gemma":0.0001802343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007297262,"about_ca_topic_score_gemma":0.001379418,"domain_scores_codex":[0.9998629,0.00001220344,0.000009573646,0.00003042919,0.00004888814,0.00003607557],"domain_scores_gemma":[0.999828,0.00003261216,0.00005625968,0.00002231115,0.00004208262,0.00001874215],"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":[0.000009808286,0.000005093982,0.0000384141,0.00002710829,0.00000331639,0.00001332335,0.000005408334,0.00005817158,0.9988084,0.00005026693,0.00002593773,0.0009547811],"study_design_scores_gemma":[0.000002586439,0.00006959336,0.0003077909,0.000002906409,0.00000426675,0.00002423118,0.000004941206,0.0007802364,0.9979748,0.00001160043,0.0008138135,0.000003167207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751807,0.001445041,0.01990385,0.00006851215,0.00005702256,0.00004473529,0.0001101462,0.0002451627,0.002944757],"genre_scores_gemma":[0.9897264,0.000610572,0.007616527,0.00005750624,0.00001093643,0.00002031668,0.000111369,0.00003363984,0.001812679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000991129,"threshold_uncertainty_score":0.003315687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688528407860349,"score_gpt":0.2645001122923987,"score_spread":0.2376148282137952,"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."}}