{"id":"W1992316232","doi":"10.1002/pc.20114","title":"Water absorption of hemp fiber/unsaturated polyester composites","year":2005,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Composite material; Absorption of water; Fiber; Natural fiber; Moisture; Water content; Composite number; Air permeability specific surface; Swelling; Relative humidity; Polyester; Humidity","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001827834,0.0004325858,0.0005348723,0.0002613592,0.0002003065,0.000172333,0.0006600322,0.000172354,0.002941524],"category_scores_gemma":[0.000007014517,0.0003176358,0.0002051033,0.0002512851,0.0002326352,0.0007500463,0.0002735247,0.0002360886,0.002856298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000747684,"about_ca_system_score_gemma":0.00002395862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488154,"about_ca_topic_score_gemma":0.000008147508,"domain_scores_codex":[0.9973656,0.0001239254,0.0007733031,0.0005071925,0.0005263867,0.0007036019],"domain_scores_gemma":[0.9986199,0.0001827822,0.0002256374,0.0006044782,0.0001803896,0.0001867749],"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":[0.0001669419,0.00008351527,0.0004202806,0.00004026312,0.00003775495,0.000004071664,0.0003269073,0.0003299411,0.996148,0.0003957931,0.0003400551,0.001706506],"study_design_scores_gemma":[0.0006131779,0.0001320493,0.0003019511,0.00007319317,0.00006048873,0.00006529133,0.00001490899,0.0009670247,0.9949815,0.00005737108,0.002283347,0.0004496965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907812,0.003605026,0.0001315635,0.001110258,0.0002758736,0.000299454,0.00004222872,0.0003125891,0.00344182],"genre_scores_gemma":[0.9916056,0.00001210755,0.00452733,0.0003549134,0.0002840501,0.00001736447,0.0001427573,0.00005270883,0.003003186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004395767,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009817293673406767,"score_gpt":0.2316006398219421,"score_spread":0.2217833461485353,"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."}}