{"id":"W2141451113","doi":"10.1089/ind.2014.0026","title":"Bionanocomposite Films from Resilin-CBD Bound to Cellulose Nanocrystals","year":2015,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Glycerol; Materials science; Toughness; Cellulose; Strain (injury); Chemical engineering; Composite material; Chemistry; Organic chemistry; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006881423,0.0003342544,0.0005536634,0.0003695275,0.0001933832,0.0001054039,0.0009659082,0.0009133702,0.000596903],"category_scores_gemma":[0.00171074,0.0002975232,0.00007700723,0.0007994594,0.0006193235,0.0001884723,0.001124539,0.000586295,0.003756966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581252,"about_ca_system_score_gemma":0.0002474491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007324083,"about_ca_topic_score_gemma":0.00006694069,"domain_scores_codex":[0.9968519,0.0002071385,0.0005443759,0.0008804848,0.0005879701,0.0009281547],"domain_scores_gemma":[0.998078,0.0003049748,0.0001690031,0.0008626919,0.0001791137,0.000406139],"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":[0.0002857391,0.00007149506,0.00008098003,0.000002514987,0.00002207539,0.00009352047,0.0001145927,0.00005018867,0.9612912,0.000675706,0.03354209,0.003769916],"study_design_scores_gemma":[0.001168022,0.0004060096,0.00001390636,0.00003273929,0.00001264373,0.000007566525,0.0002735546,0.00001569696,0.8449646,0.002699293,0.1501109,0.0002950495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860496,0.0006347499,0.001025368,0.008294723,0.001508296,0.0007868136,0.0002664676,0.0005055987,0.0009283727],"genre_scores_gemma":[0.9856157,0.00005949107,0.009962709,0.0002762584,0.0007127858,0.0001163272,0.00005137313,0.00005198122,0.003153334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165688,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06973938631227937,"score_gpt":0.3066099178768594,"score_spread":0.23687053156458,"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."}}