{"id":"W2972004846","doi":"10.1007/s00425-019-03269-1","title":"Cellulose-rich secondary walls in wave-swept red macroalgae fortify flexible tissues","year":2019,"lang":"en","type":"article","venue":"Planta","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Agencia Nacional de Promoción Científica y Tecnológica; Natural Sciences and Engineering Research Council of Canada; International Center for Genetic Engineering and Biotechnology","keywords":"Cellulose; Cell wall; Red algae; Microfibril; Secondary cell wall; Coralline algae; Thallus; Botany; Biology; Biophysics; Chemistry; Algae; Materials science; Biochemistry","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":[0.00007511393,0.0001973586,0.0001146647,0.0001369501,0.0002160411,0.0004050307,0.0001676412,0.0002238321,0.001653096],"category_scores_gemma":[0.00009702016,0.000223525,0.000211891,0.00009496696,0.0002432989,0.0003526853,0.0003719206,0.0005738108,0.0003565922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002328393,"about_ca_system_score_gemma":0.0001848891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647893,"about_ca_topic_score_gemma":0.003057831,"domain_scores_codex":[0.999958,0.000002911727,0.000002284309,0.00001179992,0.00001089587,0.00001410437],"domain_scores_gemma":[0.9998451,0.00002743609,0.00003506631,0.00002028052,0.00001770257,0.00005425393],"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":[0.00004045143,0.000003284514,0.0003964367,0.000005911172,0.000002209351,0.00002984818,0.00002246147,0.00001942962,0.9991148,0.00004886042,0.000009768151,0.0003063814],"study_design_scores_gemma":[0.00001478311,0.0001113016,0.1095749,0.000008141755,0.00001697687,0.0002529919,0.0003199542,0.001206763,0.8868784,0.0001437518,0.001460816,0.00001108799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983284,0.000122011,0.0007394587,0.00001729027,0.000008849164,0.000002657432,0.00005045693,0.00001235277,0.0007185873],"genre_scores_gemma":[0.9962081,0.00009008223,0.0007034856,0.00003748427,0.000003806118,0.000005060632,0.0001474295,0.00002358087,0.002781044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001653096,"threshold_uncertainty_score":0.005530179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484116354927527,"score_gpt":0.2072836587980705,"score_spread":0.1924424952487952,"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."}}