{"id":"W4411031225","doi":"10.1021/acs.langmuir.5c01175","title":"Droplets Suspended Beneath a Fiber Hub","year":2025,"lang":"en","type":"article","venue":"Langmuir","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Research Council Canada","keywords":"Fiber; Materials science; Chemistry; Nanotechnology; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006931081,0.0002308762,0.0001925478,0.0001684907,0.0002354816,0.0003823859,0.0002410523,0.0002859489,0.001077306],"category_scores_gemma":[0.0001646211,0.0001229347,0.0002005554,0.0001219365,0.0002144742,0.0005159163,0.0002957069,0.0002559159,0.0002858241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003632128,"about_ca_system_score_gemma":0.0001966355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156765,"about_ca_topic_score_gemma":0.001019501,"domain_scores_codex":[0.999909,0.000003098738,0.000004106207,0.00003509123,0.00002607915,0.0000226229],"domain_scores_gemma":[0.9999236,0.00001928693,0.00002199978,0.000009479168,0.00001168643,0.00001389084],"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":[0.00005680486,0.0000296288,0.001238771,0.00003199045,0.000007384932,0.0002452796,0.00004452402,0.007071847,0.9853492,0.001278604,0.00008283081,0.004563058],"study_design_scores_gemma":[0.000024415,0.0003563333,0.002768452,0.000009421138,0.00001240906,0.0001112439,0.00005931921,0.1032222,0.8909134,0.0006421467,0.001860637,0.00001993394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865943,0.000204389,0.01042702,0.00003406503,0.00002207561,0.00002355331,0.0001281497,0.00009556891,0.002470888],"genre_scores_gemma":[0.9934308,0.0002000592,0.004416424,0.0000128098,0.000009263567,0.00000903349,0.00009065808,0.00001227297,0.001818768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001156765,"threshold_uncertainty_score":0.003603935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106510811895207,"score_gpt":0.258381004937392,"score_spread":0.24731589681844,"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."}}