{"id":"W4376456919","doi":"10.1039/d2sm01655a","title":"Two-dimensional spreading of frictionless adhesive oil droplets","year":2023,"lang":"en","type":"article","venue":"Soft Matter","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Granularity; Capillary action; Funnel; Buoyancy; Pile; Mechanics; Materials science; Aggregate (composite); Adhesive; Granular material; Composite material; Geotechnical engineering; Chemistry; Geology; Physics; Layer (electronics)","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":[0.000107221,0.0002575429,0.0003545393,0.0002579867,0.0004012943,0.0009132618,0.000315289,0.0006816851,0.0008600963],"category_scores_gemma":[0.0004140003,0.0002430907,0.0002604135,0.000197558,0.0007008734,0.0005143971,0.0004881893,0.0004073634,0.000104391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005479405,"about_ca_system_score_gemma":0.0003502734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003793614,"about_ca_topic_score_gemma":0.001763185,"domain_scores_codex":[0.9998674,0.00001291902,0.000006866395,0.00002689166,0.00003798859,0.00004781474],"domain_scores_gemma":[0.9998397,0.00004752148,0.00003433214,0.00001498149,0.00001482034,0.00004868211],"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":[0.0005427682,0.0003693459,0.004170737,0.0002283087,0.0000991105,0.002062188,0.0004137405,0.2443678,0.7301835,0.0123525,0.0003738497,0.004836077],"study_design_scores_gemma":[0.0001446158,0.0002976961,0.004895991,0.00001132204,0.0000252447,0.0002362895,0.0001590986,0.9120354,0.07954949,0.002054527,0.0005106074,0.00007981167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942213,0.00009993268,0.003096969,0.00007523198,0.00001449878,0.00001504236,0.00004651624,0.00003362863,0.002396828],"genre_scores_gemma":[0.9979844,0.00007720743,0.001151729,0.00002085996,0.000004643428,0.000007981791,0.00003652757,0.000002825038,0.0007137831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003793614,"threshold_uncertainty_score":0.007543087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757964914031528,"score_gpt":0.2669234860355595,"score_spread":0.2493438368952442,"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."}}