{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007757587,0.0001362484,0.0001849615,0.00006345531,0.00005117608,0.00002973106,0.0001188371,0.00008378726,0.00005467707],"category_scores_gemma":[0.0001091074,0.0001154072,0.00003647616,0.00009906725,0.0001922705,0.00004363737,0.0001841066,0.0001414787,0.00001230948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001707641,"about_ca_system_score_gemma":0.000007382128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666216,"about_ca_topic_score_gemma":0.000005225469,"domain_scores_codex":[0.9993551,0.00002634293,0.0001738199,0.0001899138,0.00009040179,0.0001644203],"domain_scores_gemma":[0.999586,0.00003301818,0.00003455288,0.0002768747,0.00003741634,0.00003214243],"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":[0.00002925165,0.00008054692,0.01515338,0.001067174,0.0001875657,0.00001843648,0.001089504,0.0002664316,0.8736382,0.0001132244,0.00009229246,0.108264],"study_design_scores_gemma":[0.0001033254,0.0000175823,0.02289291,0.00009374765,0.00001423991,0.00001215455,0.0002237202,0.0002899066,0.9711668,0.00005249835,0.004996339,0.0001367961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99646,0.001977935,0.000123288,0.000087944,0.00004311392,0.00007594124,0.000009166693,0.0005521143,0.0006704979],"genre_scores_gemma":[0.9974679,0.00006108457,0.00232512,0.000006191956,0.00001916074,0.000008364096,0.000002560857,0.00001618871,0.00009338148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081272,"threshold_uncertainty_score":0.4706169,"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."}}