{"id":"W1976953038","doi":"10.1177/0021998313509423","title":"Development of novel polysaccharide derived hybrid microcellular biocomposite and evaluation of cytotoxicity","year":2013,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biocomposite; Biopolymer; Materials science; Biocompatibility; Composite material; Granule (geology); Composite number; Polymer","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":[0.0002493069,0.0002499586,0.0002166634,0.0002430198,0.0000790547,0.0001845219,0.0001347766,0.0002900112,0.0002755919],"category_scores_gemma":[0.0002491525,0.00008805495,0.0001598054,0.0001418961,0.0001403996,0.0002013518,0.0001312672,0.0001806069,0.00008863505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009391187,"about_ca_system_score_gemma":0.00008018895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002508051,"about_ca_topic_score_gemma":0.0005101961,"domain_scores_codex":[0.9998901,0.00002449525,0.00001339483,0.00001814803,0.00003787897,0.00001605686],"domain_scores_gemma":[0.9997806,0.00006508599,0.00005095763,0.00002292691,0.00005586033,0.00002450941],"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":[0.00002212432,0.00001427437,0.00007843212,0.00002360896,0.000001977401,0.00002661623,0.000007687774,0.0001007587,0.9987779,0.00001709685,0.0000026813,0.0009266927],"study_design_scores_gemma":[0.000001924855,0.0002959366,0.0007451756,0.000002152227,0.000007539469,0.00004984946,0.000007352417,0.0005568399,0.9980202,0.000009279313,0.0003012877,0.000002460965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922985,0.001052575,0.005979938,0.00001802191,0.00001167002,0.00004088432,0.00008455681,0.00003922062,0.0004744816],"genre_scores_gemma":[0.9861252,0.0007924232,0.01197978,0.00001388162,0.000004966562,0.00005181361,0.0002034919,0.000011041,0.0008173385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0002900112,"threshold_uncertainty_score":0.001318514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03972775083647072,"score_gpt":0.2512399840960933,"score_spread":0.2115122332596226,"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."}}