{"id":"W2094827164","doi":"10.1515/hf.2009.044","title":"A simulation of void variation in wood-strand composites during consolidation","year":2008,"lang":"en","type":"article","venue":"Holzforschung","topic":"Material Properties and Processing","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Void (composites); Materials science; Composite material; Consolidation (business); Composite number; Finite element method; Structural engineering; Engineering; Accounting","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002790739,0.0002351667,0.0002914729,0.0003075706,0.00028188,0.0002885588,0.000477054,0.0005933037,0.001233769],"category_scores_gemma":[0.0008160476,0.0002449424,0.0002610912,0.0002457527,0.0003896741,0.0002885401,0.00023283,0.0002502894,0.0001155245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776606,"about_ca_system_score_gemma":0.0004261087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005322785,"about_ca_topic_score_gemma":0.003804192,"domain_scores_codex":[0.9999094,0.00001461617,0.000004044036,0.00001143872,0.00003171902,0.00002876609],"domain_scores_gemma":[0.9994586,0.0003521313,0.00004919363,0.00003058367,0.00006641872,0.00004313026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001790794,0.00007265966,0.003013384,0.00002520857,0.000009744467,0.0001524966,0.00006994658,0.9796841,0.01345847,0.0003726896,0.00008975624,0.002872348],"study_design_scores_gemma":[0.00001184042,0.00007978638,0.001064324,0.000003005355,0.000004124835,0.0000185268,0.00001555625,0.9934968,0.005107661,0.00008204445,0.0001105434,0.000005719451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872783,0.00003451134,0.01061072,0.00002197037,0.000006038884,0.00002563921,0.0001310332,0.0001268653,0.001764877],"genre_scores_gemma":[0.9977025,0.00001320289,0.001828064,0.000004857344,7.588099e-7,0.00001466352,0.00005012434,0.00001293075,0.0003728161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005322785,"threshold_uncertainty_score":0.01058358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372962264810535,"score_gpt":0.2047911951236687,"score_spread":0.1910615724755634,"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."}}