{"id":"W1784830550","doi":"10.3968/j.ans.1715787020110401.005","title":"The Optimization Tests of Robiniapseudoacacia/ Wastepaper Composite Particle Board","year":2011,"lang":"en","type":"article","venue":"Advances in natural science/Advances in natural sciences","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Swelling; Composite number; Hot pressing; Pressing; Particle (ecology); Composite material; Materials science; Particle board","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003454641,0.0003622725,0.0002432753,0.000191813,0.0001456605,0.0002162767,0.0001168245,0.0001446258,0.0008091331],"category_scores_gemma":[0.0003865051,0.0001469415,0.0003167475,0.0001719569,0.0001432693,0.0002168188,0.0001626281,0.0002298834,0.0001348209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682658,"about_ca_system_score_gemma":0.00015232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005196534,"about_ca_topic_score_gemma":0.001292299,"domain_scores_codex":[0.9997304,0.00004893838,0.00002715682,0.00005060669,0.0001058913,0.00003694321],"domain_scores_gemma":[0.9996464,0.00008904937,0.0001338223,0.00002305941,0.00007766839,0.00002993969],"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":[0.0001744085,0.00007043496,0.0005942347,0.00007050175,0.000008546474,0.00002623779,0.00003224997,0.0007186325,0.9952513,0.00005010439,0.00001510898,0.002988236],"study_design_scores_gemma":[0.00000478612,0.0007483237,0.003161567,0.000002362616,0.00001817611,0.0000209881,0.00002333438,0.0009819939,0.9946233,0.00001354994,0.0003966262,0.000005152304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962508,0.0001918544,0.002690512,0.000008867392,0.000007578023,0.00002360269,0.00006300339,0.00001871592,0.0007451461],"genre_scores_gemma":[0.9926419,0.0003122037,0.00579153,0.000008172378,0.000003461796,0.00002895437,0.00008452382,0.00001445868,0.001114909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008091331,"threshold_uncertainty_score":0.002706826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009677716552382528,"score_gpt":0.279681127349357,"score_spread":0.2700034107969744,"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."}}