{"id":"W3008931405","doi":"10.1063/1.5145303","title":"Capillary flow of sodium and zinc ionomers","year":2020,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capillary action; Slip (aerodynamics); Composite material; Extrusion; Polymer; Materials science; Zinc; Thermodynamics; Physics; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005566161,0.00006959837,0.0001850056,0.000009969234,0.00003117269,0.000009822858,0.000117976,0.00001969488,0.00002746233],"category_scores_gemma":[0.000006811402,0.00006649576,0.00003923178,0.00007390782,0.00007690881,0.00008970587,0.00007830875,0.00003244898,0.000008346051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004108467,"about_ca_system_score_gemma":0.00002477114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005748097,"about_ca_topic_score_gemma":3.145344e-7,"domain_scores_codex":[0.9994577,0.00001716384,0.0001642065,0.0001316907,0.0001157602,0.0001134873],"domain_scores_gemma":[0.9997036,0.00003027409,0.00005324718,0.0001113886,0.00003196687,0.00006948967],"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":[0.0000188917,0.00001936896,0.0002995424,0.00008192472,0.000006965941,5.193883e-7,0.0009199639,0.00008837547,0.9960459,0.001322092,0.0001036252,0.001092869],"study_design_scores_gemma":[0.0001865978,0.00008590139,0.0001779456,0.0000138358,0.00001539321,4.946766e-7,0.00005063129,0.01275396,0.9858466,0.0005809698,0.0002102178,0.00007746164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951348,0.00100227,0.002732723,0.0003681903,0.00009558257,0.0000496401,0.00002653324,0.00001963191,0.0005706035],"genre_scores_gemma":[0.9957976,0.00005872589,0.003851437,0.0001644734,0.0001120067,0.00000106109,0.000003713818,0.00000734658,0.000003676728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266558,"threshold_uncertainty_score":0.2711619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874936927010044,"score_gpt":0.2268481245048223,"score_spread":0.2080987552347219,"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."}}