{"id":"W4413189898","doi":"10.1016/j.colsurfb.2025.115041","title":"Exploring the tactile and thermal behaviour of rose petals for bio-inspired material design","year":2025,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Mitacs; University of Alberta","keywords":"Rose (mathematics); Petal; Thermal; Materials science; Architectural engineering; Polymer science; Computer science; Engineering; Biology; Mathematics; Ecology; Physics; Geometry","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":[0.0001330301,0.0002632895,0.0001628614,0.0002650961,0.000119054,0.0004867068,0.000274606,0.0003154908,0.001264698],"category_scores_gemma":[0.000217112,0.0001563521,0.0002474949,0.0001853279,0.0001333437,0.0004350562,0.0001894654,0.0003029425,0.0003014923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553394,"about_ca_system_score_gemma":0.00008759651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002076557,"about_ca_topic_score_gemma":0.0004963516,"domain_scores_codex":[0.9999301,0.000009205248,0.000002897394,0.00001381539,0.00003298655,0.00001089295],"domain_scores_gemma":[0.9999025,0.00002903788,0.00002504526,0.00001023967,0.00002044103,0.00001281309],"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":[0.0000356768,0.00001976311,0.0002251513,0.0001726232,0.000003885846,0.0001279383,0.00002620527,0.001043236,0.9914168,0.0002785868,0.00007954155,0.00657062],"study_design_scores_gemma":[0.00002057576,0.0006765574,0.007875893,0.00004962238,0.00004720702,0.0007314591,0.0001985151,0.03518026,0.9431593,0.0006794516,0.01133543,0.00004568756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511192,0.005013178,0.03478431,0.0002320156,0.00007696243,0.00006541192,0.0002269342,0.0002420833,0.008239991],"genre_scores_gemma":[0.9714228,0.001598652,0.02373236,0.00007372243,0.0000105563,0.00005129779,0.0001223889,0.00004177598,0.00294647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001264698,"threshold_uncertainty_score":0.004230797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09712478642690929,"score_gpt":0.2930798258968255,"score_spread":0.1959550394699162,"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."}}