{"id":"W3002277286","doi":"10.1002/pat.4853","title":"Quantitative evaluation on oil diffusion mechanisms in nano‐organic‐montmorillonite modified caster oil‐based polyurethane foam for oil/water separation","year":2020,"lang":"en","type":"article","venue":"Polymers for Advanced Technologies","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Polyurethane; Materials science; Diffusion; Adsorption; Montmorillonite; Chemical engineering; Molecular diffusion; Molecular dynamics; Composite material; Organic chemistry; Chemistry; Thermodynamics","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":[0.0001824108,0.0002267098,0.0001564264,0.000182308,0.0001477569,0.0001884626,0.0002120224,0.0002721203,0.0003713826],"category_scores_gemma":[0.0002949099,0.0001232307,0.0002886172,0.0001373436,0.0001735259,0.0003846962,0.0001065177,0.0002521259,0.00008291152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037647,"about_ca_system_score_gemma":0.0002271165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612776,"about_ca_topic_score_gemma":0.002538001,"domain_scores_codex":[0.9999136,0.00001060396,0.000005068496,0.00001834108,0.00003456175,0.00001775666],"domain_scores_gemma":[0.9998827,0.00004087535,0.00002133277,0.000007129545,0.00003677647,0.0000111201],"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":[0.00007508478,0.00002480069,0.001097174,0.00006951262,0.000006867949,0.00004350458,0.0000382023,0.002785424,0.9930929,0.0001862379,0.0000163224,0.002564018],"study_design_scores_gemma":[0.0000109557,0.000116406,0.002068738,0.000003458872,0.00001772592,0.0000307727,0.00004063449,0.07316331,0.9240905,0.00006709181,0.0003766441,0.00001387473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994351,0.0002859152,0.004991616,0.00002377677,0.000005954231,0.00000913181,0.00004841367,0.00003591443,0.0002482704],"genre_scores_gemma":[0.9948249,0.0002630881,0.004481242,0.000006642098,0.000001613237,0.00001363376,0.00005936417,0.000006278432,0.0003431721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002612776,"threshold_uncertainty_score":0.005195141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973754058845247,"score_gpt":0.2974548961998133,"score_spread":0.2677173556113608,"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."}}