{"id":"W3179824365","doi":"10.48550/arxiv.2506.09797","title":"Droplet on a Sugar fiber","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Centro de Estudos Ambientais e Marinhos, Universidade de Aveiro; Fonds De La Recherche Scientifique - FNRS","keywords":"Sugar; Fiber; Economics; Business; Food science; Chemistry; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00007440217,0.0002301281,0.0003096227,0.0002107108,0.0003989215,0.0004778602,0.0003172241,0.0004437266,0.004633362],"category_scores_gemma":[0.0001717285,0.0001369189,0.0002296376,0.0002725898,0.0003376189,0.0004727751,0.0003019492,0.0004708033,0.0003697978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005145798,"about_ca_system_score_gemma":0.0003418775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003673563,"about_ca_topic_score_gemma":0.001940477,"domain_scores_codex":[0.9999022,0.000003873522,0.00000234769,0.00003452489,0.00003099062,0.00002599961],"domain_scores_gemma":[0.9999409,0.00001865638,0.000008512426,0.000006760967,0.00001244135,0.00001286348],"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":[0.0002085844,0.00008175474,0.002290116,0.0001114824,0.00002613824,0.0008576108,0.0002422435,0.01935738,0.9585869,0.008555478,0.0007964531,0.008885983],"study_design_scores_gemma":[0.00006426231,0.0007865496,0.009200097,0.00002796404,0.00003536607,0.0003530806,0.0005323277,0.3775627,0.6018412,0.002801554,0.006721063,0.00007383768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984041,0.000280988,0.00886077,0.0001220084,0.00006438835,0.00003833275,0.0004163446,0.0000770073,0.006099086],"genre_scores_gemma":[0.9851649,0.00033694,0.008403071,0.0000537877,0.00001681876,0.00002082861,0.0004461374,0.00003312658,0.005524511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004633362,"threshold_uncertainty_score":0.01550013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006339189426222617,"score_gpt":0.2057301574872813,"score_spread":0.1993909680610587,"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."}}