{"id":"W2079290796","doi":"10.1021/ie020656w","title":"Modeling and Simulation of Oriented Strandboard Pressing","year":2003,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Material Properties and Processing","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de réadaptation Lethbridge-Layton-Mackay; University of Waterloo","funders":"","keywords":"Pressing; Materials science; Oriented strand board; Composite material; Hot pressing; Compression (physics); Process (computing); Computer science","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":[0.0005098699,0.0001257107,0.0001710892,0.00005625505,0.00006606914,0.0000681287,0.00008185914,0.0001852001,0.0000588591],"category_scores_gemma":[0.0003406301,0.0001281227,0.00002247613,0.0002185237,0.00003287397,0.0001170569,0.00002619386,0.0004092709,7.435628e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004486226,"about_ca_system_score_gemma":0.00003730958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001365209,"about_ca_topic_score_gemma":9.063307e-8,"domain_scores_codex":[0.9989782,0.00002198717,0.0002599835,0.0001554644,0.0002669991,0.0003173953],"domain_scores_gemma":[0.9995765,0.00007510275,0.00001329052,0.0001406969,0.0001016848,0.00009273036],"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":[0.00001087508,0.000003233923,0.00001206616,0.0002117357,0.000009210725,7.781704e-7,0.00005153134,0.5764902,0.4225511,0.000006745039,0.000005130627,0.0006473995],"study_design_scores_gemma":[0.0002699308,0.000007155858,9.190643e-7,0.0001370981,0.000003481064,0.000001787757,0.00003627617,0.60728,0.39151,0.00001195714,0.0006589214,0.00008250139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952391,0.0005645262,0.002610706,0.000004998232,0.0001404438,0.0001089653,0.000004990433,0.0001099343,0.001216269],"genre_scores_gemma":[0.9995902,0.00002598935,0.0001191699,3.53107e-7,0.0001707103,0.000007270278,0.000003931302,0.00003286736,0.00004957104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03104113,"threshold_uncertainty_score":0.522469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09677775705925486,"score_gpt":0.3101964765626152,"score_spread":0.2134187195033604,"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."}}