{"id":"W3212913727","doi":"10.1021/acs.langmuir.1c02635","title":"Probing Hydrophobic Interactions between Polymer Surfaces and Air Bubbles or Oil Droplets: Effects of Molecular Weight and Surfactants","year":2021,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Polymer; Disjoining pressure; Aqueous solution; Chemistry; Hydrophobic effect; Chemical engineering; Laplace pressure; Dewetting; Surface force; Hydrophobe; Polystyrene; Chemical physics; Surface tension; Wetting; Organic chemistry; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001985084,0.0003752745,0.0002093942,0.0001611412,0.0001490946,0.0001865517,0.0001689631,0.0003609844,0.0004201583],"category_scores_gemma":[0.0003190022,0.0001157741,0.0001523786,0.0001129581,0.0002364812,0.0003693399,0.0002407285,0.0003263175,0.00009574065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535557,"about_ca_system_score_gemma":0.000118936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006462572,"about_ca_topic_score_gemma":0.0007973227,"domain_scores_codex":[0.9998232,0.00002831373,0.00000965412,0.00003989606,0.00006878259,0.00003022409],"domain_scores_gemma":[0.9997999,0.00009218539,0.00004302325,0.000008476459,0.00003576637,0.00002071837],"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":[0.000009497607,0.000004265234,0.0001272632,0.0000266905,0.000001995216,0.00001657305,0.00001354904,0.00002231628,0.9993094,0.00001171178,0.000002917805,0.0004537279],"study_design_scores_gemma":[0.000001962299,0.00008477786,0.001879621,0.000001863368,0.000007343691,0.00005025964,0.00002547703,0.0007911526,0.9969584,0.00001728405,0.000178993,0.000002829318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994845,0.001179078,0.003406397,0.0000417291,0.000009436898,0.00001636332,0.00003156373,0.00001332189,0.0004571178],"genre_scores_gemma":[0.9955188,0.0007905096,0.003213885,0.00003523052,0.000008330423,0.00001725329,0.00004674591,0.000005426865,0.0003638321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006462572,"threshold_uncertainty_score":0.001405537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133848032687441,"score_gpt":0.2604141619233764,"score_spread":0.249075681596502,"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."}}