{"id":"W4319967339","doi":"10.1016/j.jmst.2022.12.019","title":"Tailoring surface features and pore structure by carbon spiral fibers to construct the high-strength carbon foams for the fast and cyclic photo-thermal oil absorption","year":2023,"lang":"en","type":"article","venue":"Journal of Material Science and Technology","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Absorption (acoustics); Ultimate tensile strength; Thermal stability; Carbon fibers; Photothermal therapy; Chemical engineering; Nanotechnology; Composite number","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008202592,0.0001261171,0.0001943799,0.0001258149,0.0003841911,0.0002165287,0.000340652,0.0001054079,0.00001337676],"category_scores_gemma":[0.0001322951,0.00006990425,0.0000147898,0.0004298706,0.001019695,0.0001292817,0.0001445552,0.0001323359,3.59843e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003366834,"about_ca_system_score_gemma":0.00006141013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002395928,"about_ca_topic_score_gemma":0.00003440881,"domain_scores_codex":[0.9989324,0.0000322664,0.0002290926,0.000238839,0.0002797428,0.0002876889],"domain_scores_gemma":[0.999406,0.00007350749,0.0001565036,0.0001619461,0.0001269034,0.00007517307],"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":[0.00006023161,0.000003376621,0.0007483231,0.000008393994,0.000004197801,0.000002361111,0.0002755121,0.00004240433,0.9941768,0.0001530033,0.00007159168,0.004453771],"study_design_scores_gemma":[0.0004735954,0.0002056109,0.005744296,0.00002266288,0.0000243869,0.0002012754,0.001623849,0.0004731731,0.9900561,0.0004641848,0.0005751749,0.0001357002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947846,0.0001615125,0.000002286083,0.004054507,0.0007590703,0.0001403275,0.00004267567,0.00003334379,0.00002167621],"genre_scores_gemma":[0.9994777,0.0001061298,0.0002140344,0.00007410896,0.00006928584,0.000004725537,0.000001025847,0.000007202262,0.00004577387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004995972,"threshold_uncertainty_score":0.375711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00834246809643667,"score_gpt":0.2305405375962188,"score_spread":0.2221980694997822,"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."}}