{"id":"W3216802758","doi":"10.1063/5.0070220","title":"A visco-inertial formulation for capillarity in irregular channels and tubes","year":2021,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Inertia; Work (physics); Mechanics; Position (finance); Classical mechanics; Inertial frame of reference; Moment of inertia; Meniscus; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005222223,0.00006654068,0.0001423967,0.00003609137,0.00001773486,0.00001845421,0.00002843475,0.00003376131,0.000006375219],"category_scores_gemma":[0.00001376611,0.00007375423,0.00005114131,0.0001501389,0.000007492144,0.0001171521,0.00001397811,0.0000315595,5.670277e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001453158,"about_ca_system_score_gemma":0.00001064481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001618387,"about_ca_topic_score_gemma":0.00002695786,"domain_scores_codex":[0.9996068,0.000006283144,0.0001449231,0.00008940374,0.00006562195,0.00008696764],"domain_scores_gemma":[0.9997939,0.00002278964,0.000007051916,0.00009489665,0.00005954306,0.00002183261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001746404,0.00008091428,0.001626173,0.0002983315,0.0001066636,0.00000147274,0.0008249126,0.08894173,0.8182499,0.08451279,0.0001785166,0.00516109],"study_design_scores_gemma":[0.0002767319,0.00001160214,0.0008210996,0.00001166542,0.00001569547,2.893384e-7,0.00001879197,0.9088988,0.08572706,0.004056035,0.0000870198,0.00007519921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.814757,0.0003242615,0.1845271,0.00006778716,0.0000793767,0.00007640816,0.00001681762,0.00002242811,0.0001288574],"genre_scores_gemma":[0.9981909,0.00006815969,0.001563176,0.00001357887,0.00006832657,0.000009516969,0.00005812284,0.00001118635,0.00001704548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8199571,"threshold_uncertainty_score":0.300761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070215730754674,"score_gpt":0.2288888018813714,"score_spread":0.2181866445738246,"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."}}