{"id":"W2274271871","doi":"10.13073/0015-7473-61.5.381","title":"Preliminary Experiments on the Manufacture of Hollow Core Composite Panels","year":2011,"lang":"en","type":"article","venue":"Forest Products Journal","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composite number; Core (optical fiber); Composite material; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001674416,0.0009332747,0.0006586102,0.0004900192,0.0008060875,0.0003429701,0.0006908963,0.001308638,0.002304059],"category_scores_gemma":[0.002050215,0.000421164,0.0008372551,0.0004617152,0.0005586951,0.0005989234,0.0006190968,0.0006340822,0.000729154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002775569,"about_ca_system_score_gemma":0.0002275271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006206763,"about_ca_topic_score_gemma":0.001448118,"domain_scores_codex":[0.9983297,0.0003464008,0.0001650834,0.0002987211,0.000589584,0.0002705186],"domain_scores_gemma":[0.995289,0.001988629,0.0004965962,0.0008255516,0.001099092,0.0003012226],"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":[0.0003474477,0.000495057,0.0007133169,0.0002154473,0.00001718285,0.0001647531,0.0003018436,0.00189507,0.9917646,0.00006419828,0.00007472499,0.003946283],"study_design_scores_gemma":[0.00005030882,0.008609165,0.0068373,0.00001744138,0.00004063636,0.0001462834,0.00009005533,0.001981965,0.9810439,0.00004681862,0.001110131,0.00002609348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866601,0.0002211805,0.009746038,0.00004045496,0.00003746939,0.0003050431,0.0002254527,0.0001637136,0.002600467],"genre_scores_gemma":[0.9603426,0.0003299775,0.03542496,0.00006198095,0.00002623873,0.0002323037,0.0005414984,0.00007254508,0.002967828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002304059,"threshold_uncertainty_score":0.008855224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555692132182818,"score_gpt":0.2189279168207157,"score_spread":0.1833709954988876,"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."}}