{"id":"W4249927745","doi":"10.21203/rs.3.rs-593117/v1","title":"Novel Cattail Fiber Composites - Converting Waste Biomass into Reinforcement for Composites","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Composite material; Reinforcement; Materials science; Fiber; Biomass (ecology); Composite number; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001342315,0.0004275854,0.0001430363,0.0002405007,0.0001132689,0.000203798,0.0001882004,0.0002843959,0.00110243],"category_scores_gemma":[0.0001122849,0.0001759,0.000231618,0.0002013283,0.0001496411,0.0002949217,0.000169981,0.0002687994,0.0002665594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078476,"about_ca_system_score_gemma":0.00009256489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002350314,"about_ca_topic_score_gemma":0.001244245,"domain_scores_codex":[0.9999101,0.000008996014,0.000005813473,0.00002313164,0.00003458999,0.00001733744],"domain_scores_gemma":[0.9999013,0.00001383492,0.00003335511,0.00001036568,0.00001991876,0.00002117999],"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":[0.00001018689,0.000006988518,0.00007591729,0.0000189222,0.000001381425,0.00002693513,0.000006078578,0.00004638842,0.999278,0.00002000142,0.000005320358,0.0005037527],"study_design_scores_gemma":[0.000001958753,0.0001019307,0.001974521,0.000002384874,0.000003832909,0.00006694922,0.000009941847,0.0005416239,0.996646,0.00001337873,0.0006354723,0.000002024649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920189,0.0004786884,0.006150753,0.0000169442,0.00002481587,0.00002274718,0.00006833218,0.00008246979,0.001136316],"genre_scores_gemma":[0.9912041,0.0002418538,0.006381888,0.00001256138,0.000004211703,0.00001640372,0.00009299031,0.00003324883,0.002012726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00110243,"threshold_uncertainty_score":0.003687978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05804057527950485,"score_gpt":0.3666989665625278,"score_spread":0.3086583912830229,"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."}}