{"id":"W3092345591","doi":"10.1016/j.powtec.2020.10.016","title":"Effects of surface roughness on liquid bridge capillarity and droplet wetting","year":2020,"lang":"en","type":"article","venue":"Powder Technology","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Commission","keywords":"Wetting; Capillary action; Surface roughness; Materials science; Surface finish; Contact angle; Sandpaper; Laplace pressure; Composite material; Optics; Surface tension; Thermodynamics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001470077,0.0001308048,0.0002711477,0.00005252487,0.00008201598,0.00001512113,0.0002314996,0.0001747853,0.00005613207],"category_scores_gemma":[0.0003455205,0.0001230088,0.00002654117,0.0002790566,0.0002381716,0.00005574736,0.0001422381,0.0001637221,0.00008735778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001719275,"about_ca_system_score_gemma":0.00002268374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007167082,"about_ca_topic_score_gemma":0.000003673447,"domain_scores_codex":[0.9989923,0.00007214638,0.0002081841,0.0003641986,0.0001391763,0.0002239923],"domain_scores_gemma":[0.999437,0.0001233995,0.00008139313,0.000237992,0.00005372155,0.00006646341],"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":[0.00004952225,0.0000448445,0.001519673,0.00008913028,0.00000434602,0.000008719961,0.000440438,0.00002727349,0.995719,0.001805305,0.0001052624,0.0001865227],"study_design_scores_gemma":[0.0003595626,0.0002448588,0.002841892,0.00001685711,0.000008946359,0.000004955461,0.0000758642,0.0003314519,0.9950934,0.0001475977,0.0007479183,0.0001266813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915426,0.0003616173,0.0004260345,0.006935165,0.0001141192,0.000205852,0.000009128406,0.0002840105,0.0001214179],"genre_scores_gemma":[0.9988242,0.00003723415,0.0005135888,0.0005761682,0.0000153835,0.000006452461,0.000001459862,0.00001383186,0.00001162343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007281603,"threshold_uncertainty_score":0.5016153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169544191537382,"score_gpt":0.2402439702655955,"score_spread":0.2232895511118573,"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."}}