{"id":"W4211111942","doi":"10.3390/f13020271","title":"Use of Agave durangensis Bagasse Fibers in the Production of Wood-Based Medium Density Fiberboard (MDF)","year":2022,"lang":"en","type":"article","venue":"Forests","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Trois-Rivieres; Université Laval","funders":"","keywords":"Bagasse; Engineered wood; Materials science; Fiberboard; Absorption of water; Medium density fiberboard; Pulp and paper industry; Composite material; Agave; Young's modulus; Flexural strength; Botany; Engineering","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":[0.0005167108,0.0001205137,0.0002180575,0.0001417757,0.0001009659,0.00001906724,0.0003609072,0.00003939348,0.0001183723],"category_scores_gemma":[0.000266966,0.0000915181,0.00008522212,0.0004628391,0.0001155216,0.0001749816,0.000133234,0.0001691538,0.000007571342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007535388,"about_ca_system_score_gemma":0.00007203226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004404822,"about_ca_topic_score_gemma":0.0008311575,"domain_scores_codex":[0.9984037,0.0002294309,0.0003332584,0.0002356713,0.0005849668,0.0002129514],"domain_scores_gemma":[0.9988836,0.000277553,0.0002268152,0.0004815412,0.00009975746,0.00003074697],"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":[0.0003083915,0.00006594805,0.006822611,0.00007556115,0.00001028242,0.00001976669,0.001048532,0.02406423,0.9636645,0.0001738578,0.003625032,0.0001213092],"study_design_scores_gemma":[0.0002316188,0.0001767499,0.05607624,0.00003545161,0.00002568512,0.00002053138,0.00008248845,0.00062884,0.941892,0.0002311442,0.0004734519,0.0001258071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979166,0.00004606769,0.00001007863,0.0008883646,0.0006496642,0.0004128553,0.0000275362,0.00002717692,0.00002167233],"genre_scores_gemma":[0.99853,0.000001446004,0.001146449,0.0001223496,0.00004623739,0.00003336325,0.00002156252,0.00001099629,0.00008764934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04925363,"threshold_uncertainty_score":0.3732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263338729138669,"score_gpt":0.2392885683468488,"score_spread":0.2166551810554621,"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."}}