{"id":"W2026216186","doi":"10.1002/app.28418","title":"Green composites reinforced with hemp nanocrystals in plasticized starch","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Agriculture and Agri-Food Canada","funders":"","keywords":"Materials science; Starch; Composite material; Differential scanning calorimetry; Ultimate tensile strength; Nanocomposite; Thermoplastic; Cellulose; Absorption of water; Glass transition; Composite number; Dynamic mechanical analysis; Contact angle; Scanning electron microscope; Polymer; Chemical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004816,0.0001831964,0.0004318004,0.0004825075,0.0004050277,0.00006061621,0.0008806664,0.00003113409,0.00007260622],"category_scores_gemma":[0.00004326753,0.0001234846,0.00004116059,0.001149835,0.001928334,0.0006537393,0.0002381693,0.0002691894,0.00002483564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602559,"about_ca_system_score_gemma":0.0006995382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004960667,"about_ca_topic_score_gemma":0.000008386598,"domain_scores_codex":[0.996796,0.00003016138,0.0005649125,0.0002910169,0.001624453,0.0006935066],"domain_scores_gemma":[0.9985585,0.0002874045,0.0003862849,0.0002470685,0.0002634039,0.0002572926],"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":[0.0008183318,0.00003184557,0.0002396834,0.00001378497,0.000005998239,0.0001552552,0.001300164,0.0007300247,0.9957923,0.0006426643,0.00001765094,0.0002522505],"study_design_scores_gemma":[0.001212132,0.0003958163,0.0009291599,0.00005677623,0.000005433636,0.0002252273,0.000366582,0.0001941837,0.9962744,0.0001002847,0.00007338083,0.0001665878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951817,0.0004341107,0.001057238,0.0001611999,0.00008531225,0.0001598128,0.0000033099,0.00001644116,0.002900874],"genre_scores_gemma":[0.9933183,0.0000730293,0.006254425,0.00007095691,0.00006598554,0.000007293926,2.109519e-7,0.0000117285,0.0001980282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005197188,"threshold_uncertainty_score":0.7105027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745935116504892,"score_gpt":0.2681950865168639,"score_spread":0.2507357353518149,"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."}}