{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004649457,0.0001483096,0.0001658222,0.00001257365,0.00005388043,0.00002876483,0.0002566968,0.0001045594,0.0001536284],"category_scores_gemma":[0.000001936739,0.00009554832,0.00002945574,0.00009373487,0.0001576511,0.00004478278,0.0001146033,0.00005661361,0.000003060788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001684646,"about_ca_system_score_gemma":0.000002995076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005585808,"about_ca_topic_score_gemma":0.000007343717,"domain_scores_codex":[0.9993801,0.0000666597,0.0001996787,0.0001350209,0.00007888578,0.0001397001],"domain_scores_gemma":[0.9997298,0.00001187933,0.00004397184,0.0001790385,0.000003236753,0.00003209727],"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":[0.00004676897,0.00001065212,0.005895414,0.0001447657,0.000017787,0.000002127646,0.0002549948,0.00001228072,0.9930476,0.00001476858,0.0005312764,0.00002154206],"study_design_scores_gemma":[0.0003952863,0.00002533657,0.1073597,0.00001549959,0.00001810287,0.00002162095,0.000026019,0.00100253,0.8902156,0.00004160194,0.0007587532,0.0001199742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983726,0.00002934276,0.000005010289,0.0007374614,0.0002975842,0.0001522905,0.0002824485,0.0000404051,0.00008288807],"genre_scores_gemma":[0.9993527,0.000008862449,0.00009514835,0.0001498209,0.0001075265,0.00000531338,0.0002663807,0.00001284862,0.000001417642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1028321,"threshold_uncertainty_score":0.3896347,"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."}}