{"id":"W4402774662","doi":"10.3390/polym16192692","title":"Tensile Properties of Cattail Fibres at Various Phenological Development Stages","year":2024,"lang":"en","type":"article","venue":"Polymers","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Weibull distribution; Fiber; Materials science; Phenology; Composite material; Typha angustifolia; Mathematics; Statistics; Botany; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008474405,0.0001331305,0.0001688426,0.00007066149,0.00008957647,0.00006060018,0.0002121894,0.00005926581,0.0007246456],"category_scores_gemma":[0.0000235613,0.00008770952,0.00004386434,0.0001204602,0.0001551516,0.0001195579,0.0002103852,0.00007040811,0.0003909862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008276087,"about_ca_system_score_gemma":0.0000872723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001137101,"about_ca_topic_score_gemma":0.000007526496,"domain_scores_codex":[0.9989955,0.00002625939,0.0002314376,0.0002392437,0.0002417512,0.0002657511],"domain_scores_gemma":[0.9996703,0.0000485308,0.00003917544,0.0001559415,0.0000291999,0.00005682083],"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":[0.00002969247,0.000006706038,0.00007480296,0.00009377671,0.00001779455,0.00001358265,0.0009623977,0.00002940126,0.9954779,0.0003280028,0.000356765,0.002609227],"study_design_scores_gemma":[0.00006148125,0.00004472541,0.0002165496,0.00008252543,0.00001053387,0.00001885033,0.00005421446,0.00005810292,0.9949576,0.00002500982,0.004334671,0.0001357537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98817,0.009898485,0.00002270499,0.0002793854,0.0003132213,0.0001102266,0.000007893232,0.0002017644,0.0009962679],"genre_scores_gemma":[0.9937812,0.00001264444,0.001025044,0.00006800866,0.00003107498,0.00001318551,0.000004257376,0.00001274159,0.005051818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00988584,"threshold_uncertainty_score":0.7934361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277282161648851,"score_gpt":0.2353371302712937,"score_spread":0.2125643086548052,"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."}}