{"id":"W2657952990","doi":"10.1002/cjce.22925","title":"Effect of process parameters on droplet spreading behaviour over porous surface","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Chemical Engineering, Universiti Teknologi Petronas; Universiti Teknologi Petronas","keywords":"Porosity; Materials science; Surface tension; Viscosity; Composite material; Contact angle; Coating; Drop (telecommunication); Mechanics; Thermodynamics; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004068953,0.0004033835,0.0004175738,0.0003294148,0.0001638883,0.0005635037,0.000227549,0.0003078889,0.001132351],"category_scores_gemma":[0.001263799,0.0001895111,0.0003191802,0.0005396827,0.0002624537,0.0004275872,0.0002105676,0.0004752192,0.0001708599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261047,"about_ca_system_score_gemma":0.0001830124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139368,"about_ca_topic_score_gemma":0.001087383,"domain_scores_codex":[0.9996233,0.00006271634,0.00004357067,0.00006439972,0.0001318574,0.00007399226],"domain_scores_gemma":[0.9989682,0.0006311288,0.0001631982,0.00005998346,0.0001365154,0.00004103621],"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":[0.000373268,0.00007326903,0.0005350199,0.0001337129,0.00001444792,0.00007655759,0.00005746199,0.001361954,0.9938529,0.00004571057,0.00002466074,0.003450999],"study_design_scores_gemma":[0.000009530626,0.0006479462,0.002875241,0.000006604594,0.00001984149,0.00002603915,0.00005555367,0.002764364,0.9933358,0.00002039903,0.0002285911,0.00001005336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99729,0.0005957677,0.001317833,0.00001775661,0.00001025678,0.00002440186,0.0001175626,0.00003930402,0.0005871392],"genre_scores_gemma":[0.9978369,0.0004630979,0.001330047,0.000009101636,0.000002566099,0.00001331528,0.00008043669,0.0000139397,0.0002505336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001139368,"threshold_uncertainty_score":0.003788054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005500883889438614,"score_gpt":0.209853929853615,"score_spread":0.2043530459641764,"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."}}