{"id":"W4382680851","doi":"10.11159/iccste23.169","title":"Insulated Wood Walls Using Coconut Fiber","year":2023,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Fiber; Pulp and paper industry; Composite material; Engineering","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":[0.00009278804,0.0006892259,0.0001669134,0.0004772446,0.0002868084,0.0002956364,0.0001948308,0.0003779815,0.001759052],"category_scores_gemma":[0.0001175647,0.0002028622,0.0002196288,0.0002887253,0.0001849531,0.0004668975,0.0002434616,0.0002677678,0.0007453791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857022,"about_ca_system_score_gemma":0.0001736891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009825254,"about_ca_topic_score_gemma":0.002447976,"domain_scores_codex":[0.9998879,0.000005726634,0.000004163518,0.00003013641,0.00004369386,0.0000282674],"domain_scores_gemma":[0.9998872,0.000007711669,0.00003879633,0.00001381849,0.00002907341,0.00002337375],"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":[0.00006634034,0.00007183541,0.0004779225,0.0001316396,0.000008649015,0.0003277122,0.00004203999,0.000952256,0.9813337,0.0005018358,0.0002793259,0.01580689],"study_design_scores_gemma":[0.000007848355,0.0003425053,0.002531665,0.00004713636,0.00002000065,0.0002388649,0.0000371353,0.00284452,0.9837518,0.000055655,0.01010861,0.00001421406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546558,0.001859005,0.0253893,0.00007193539,0.0002567972,0.00006569704,0.0001263144,0.0004507214,0.01712453],"genre_scores_gemma":[0.9693805,0.0009094269,0.01837154,0.00004793612,0.00002236779,0.00003604652,0.0001689603,0.00006517689,0.01099784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001759052,"threshold_uncertainty_score":0.005884588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887672031196226,"score_gpt":0.2399384164709674,"score_spread":0.2210616961590052,"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."}}