{"id":"W2022390271","doi":"10.1002/pen.21290","title":"Pea starch‐based composite films with pea hull fibers and pea hull fiber‐derived nanowhiskers","year":2008,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Agriculture and Agri-Food Canada","funders":"National Natural Science Foundation of China","keywords":"Materials science; Nanocomposite; Composite material; Ultimate tensile strength; Biocomposite; Composite number; Starch; Filler (materials); Fiber; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001255892,0.0003403669,0.0001909513,0.0001924157,0.00007748304,0.0002358269,0.0001607365,0.0002939468,0.0005670462],"category_scores_gemma":[0.0001651402,0.0002002787,0.000195906,0.0001425998,0.000115159,0.0003414358,0.0001305627,0.0002796441,0.0001154375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685095,"about_ca_system_score_gemma":0.00006698931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004799961,"about_ca_topic_score_gemma":0.001086863,"domain_scores_codex":[0.9999143,0.000006445432,0.000008629631,0.000026234,0.00002868159,0.00001571507],"domain_scores_gemma":[0.999896,0.00002416732,0.00003269778,0.000007799797,0.00002334286,0.00001597594],"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":[0.00001123159,0.000003088813,0.00003018583,0.00001334051,0.000001779965,0.00001200028,0.000004677259,0.00001226938,0.9995456,0.000008842288,0.000003289931,0.000353679],"study_design_scores_gemma":[0.000002987897,0.00008200161,0.0009408622,0.00000208108,0.00000761332,0.0000351039,0.000009382888,0.0003362667,0.9983029,0.000004882227,0.0002738235,0.000001947422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959903,0.0005960297,0.002560569,0.00001855278,0.00001766903,0.00001244461,0.00004877767,0.0000476466,0.0007079368],"genre_scores_gemma":[0.9942093,0.0003624737,0.004017707,0.00002183864,0.000006825085,0.00001510172,0.0000816617,0.0000134255,0.001271682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005670462,"threshold_uncertainty_score":0.001896977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00809551908382599,"score_gpt":0.1958072742443753,"score_spread":0.1877117551605493,"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."}}