{"id":"W3130942412","doi":"10.15376/biores.16.2.2774-2788","title":"Printability and properties of 3D-printed poplar fiber/polylactic acid biocomposite","year":2021,"lang":"en","type":"article","venue":"BioResources","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Science Foundation of Jiangsu Province; China Scholarship Council; Government of Jiangsu Province; Nanjing Forestry University","keywords":"Biocomposite; Polylactic acid; Materials science; Composite material; Fiber; Polymer; Composite number","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":[0.0002242609,0.0003048922,0.0001546799,0.0004523318,0.0001379261,0.0004110797,0.000133484,0.0003603146,0.0005876618],"category_scores_gemma":[0.0004540741,0.0001899909,0.0003136338,0.0003538438,0.0001934133,0.0002762361,0.0001555562,0.0003064157,0.0002167093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738129,"about_ca_system_score_gemma":0.00009554093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005054067,"about_ca_topic_score_gemma":0.0009770963,"domain_scores_codex":[0.9997835,0.00001730421,0.00002215817,0.00004577149,0.0001001416,0.0000312333],"domain_scores_gemma":[0.9996296,0.00009866877,0.0001145017,0.00003338506,0.00008745021,0.00003632838],"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":[0.00002946487,0.000009618251,0.0002942036,0.00002882017,0.000005505375,0.00008579262,0.00003403024,0.0004484345,0.9968706,0.00003045433,0.00001402209,0.002149136],"study_design_scores_gemma":[0.000001387969,0.00005656976,0.003026659,0.000002498199,0.00001053339,0.00008515645,0.00001169964,0.0009890064,0.9954633,0.0000141756,0.0003294389,0.000009503699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936911,0.0005894438,0.004490281,0.00001842791,0.00001381774,0.000006384765,0.0001596768,0.0000912645,0.0009396043],"genre_scores_gemma":[0.995056,0.0003811119,0.003478064,0.00002323341,0.000004336016,0.00001240726,0.0001584053,0.00003524731,0.0008511883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005876618,"threshold_uncertainty_score":0.00196594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423794862798062,"score_gpt":0.1964655761256328,"score_spread":0.1822276274976522,"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."}}