{"id":"W3093256436","doi":"10.20381/ruor-25442","title":"Three-Dimensional Plant-Derived Biomaterials - Scaffolds for Tissue Engineering and Biophysical Manipulation","year":2020,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Tissue engineering; Nanotechnology; Biomedical engineering; Engineering; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000274029,0.0004598185,0.0001933186,0.0004264731,0.0002104456,0.0004479066,0.0002384767,0.0004790752,0.0006274114],"category_scores_gemma":[0.0001440178,0.0001861624,0.0003240028,0.0002625285,0.000281905,0.0003250173,0.0002546731,0.0005299882,0.0005152161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282908,"about_ca_system_score_gemma":0.0002687574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001827335,"about_ca_topic_score_gemma":0.0006604622,"domain_scores_codex":[0.9998732,0.00002195608,0.00001139686,0.00002149649,0.00005586891,0.00001604538],"domain_scores_gemma":[0.9998367,0.00004797803,0.00005275606,0.00001956214,0.00001258908,0.00003032208],"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":[0.000009268681,0.00001143758,0.00003709973,0.00003899828,0.000002183446,0.00003901133,0.00001133394,0.0002710367,0.9979848,0.0003933619,0.00003807175,0.001163455],"study_design_scores_gemma":[0.000009288162,0.0000801136,0.001049531,0.00001343852,0.00000940778,0.0002345217,0.00001219465,0.003034673,0.9876008,0.000436079,0.00750386,0.00001611027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7804207,0.01220949,0.192558,0.0007410365,0.0003679288,0.0003426067,0.00163852,0.001166778,0.01055496],"genre_scores_gemma":[0.8623382,0.00514475,0.1265563,0.000269388,0.00005001436,0.0003067976,0.001006065,0.0001420245,0.004186465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006274114,"threshold_uncertainty_score":0.002098858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540667958230648,"score_gpt":0.268472900274529,"score_spread":0.2330662206922225,"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."}}