{"id":"W3021845240","doi":"10.1016/j.actbio.2020.04.038","title":"Structure and composition of the tunic in the sea pineapple Halocynthia roretzi: A complex cellulosic composite biomaterial","year":2020,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Max-Planck-Gesellschaft; National Research Foundation of Korea; Fonds De La Recherche Scientifique - FNRS; Bundesministerium für Bildung und Forschung; National Research Foundation","keywords":"Cellulose; Biocomposite; Arthropod cuticle; Biomaterial; Materials science; Cellulosic ethanol; Polymer science; Chitin; Composition (language); Nanocellulose; Composite number; Polysaccharide; Layer (electronics); Cellulose fiber; Chemical engineering; Composite material; Nanotechnology; Biology; Botany; Biochemistry; Insect; Chitosan; Art; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007484508,0.0001651555,0.00009629395,0.0004096377,0.0002328362,0.0003056116,0.0001466269,0.0002201798,0.0007449832],"category_scores_gemma":[0.00007088753,0.0001307213,0.0001181459,0.0002373556,0.0002297423,0.0001673673,0.0001177344,0.0001970747,0.0001133543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215807,"about_ca_system_score_gemma":0.0001796304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003857587,"about_ca_topic_score_gemma":0.003868496,"domain_scores_codex":[0.9999559,0.000004433417,0.000001796922,0.0000154072,0.00001159873,0.00001090614],"domain_scores_gemma":[0.9999425,0.000008353727,0.00001581712,0.000003959789,0.00001259482,0.00001667181],"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":[0.0001147937,0.00001104378,0.001482901,0.00002935769,0.00001067101,0.00008275559,0.00003285579,0.0001864575,0.9968798,0.00005848795,0.00001724106,0.001093634],"study_design_scores_gemma":[0.00001562794,0.0002837547,0.2353377,0.00002122734,0.00009920728,0.0005790771,0.0004903051,0.002478122,0.7569076,0.000114852,0.003645051,0.00002752224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998387,0.000404505,0.0002207603,0.00001103887,0.000002801952,0.000002661189,0.0001599833,0.000005515843,0.0008056934],"genre_scores_gemma":[0.9980248,0.0002181756,0.0002311038,0.00002094452,0.000002542653,0.000002994232,0.0001720683,0.000006702871,0.001320685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003857587,"threshold_uncertainty_score":0.007670283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009957943777654809,"score_gpt":0.1795257215398691,"score_spread":0.1695677777622144,"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."}}