{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004974442,0.0001288983,0.0001229396,0.00009489487,0.00004630652,0.00001628619,0.000131005,0.00007753338,0.00007339288],"category_scores_gemma":[0.00001345298,0.000130448,0.00005522655,0.0002381923,0.00001602645,0.00003626142,0.00002430255,0.0001880881,0.0004386605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008099835,"about_ca_system_score_gemma":0.00001387049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001119256,"about_ca_topic_score_gemma":0.00003124979,"domain_scores_codex":[0.9993908,0.000007492223,0.0001317456,0.0001516383,0.00006876866,0.0002495193],"domain_scores_gemma":[0.9996305,0.00003421761,0.000008858496,0.0002713819,0.00001722866,0.00003784408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001042109,0.0004329451,0.4406875,0.0005363534,0.0009580002,0.0001816408,0.0004962103,0.1628803,0.1865374,0.1216233,0.057028,0.02853419],"study_design_scores_gemma":[0.0008204246,0.0001219988,0.1506665,0.0001148389,0.00005527231,0.000005180518,0.00001462509,0.7675288,0.005181378,0.001396722,0.07345254,0.0006417562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559548,0.0001497952,0.0009984198,0.0001980853,0.0002835956,0.00007685627,0.000005612168,0.0002586073,0.04207424],"genre_scores_gemma":[0.9933875,0.00007660151,0.00009906081,0.0002793763,0.00004950254,0.00001177736,0.00001595284,0.0000278802,0.006052305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6046485,"threshold_uncertainty_score":0.5638239,"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."}}