{"id":"W4253278696","doi":"10.1002/div.5345","title":"Universal Forest Products Inc.","year":2006,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineered wood; Truss; Fence (mathematics); Solid wood; Engineering; Civil engineering; Materials science; Composite material; Structural engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001319486,0.0001604776,0.0001004815,0.0000566326,0.0001553675,0.00003019634,0.0003054578,0.0000375928,0.00655117],"category_scores_gemma":[0.00001383052,0.0001441001,0.00005042832,0.0003228991,0.0001415635,0.0003301471,0.0002825037,0.00008294072,0.007364197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010974,"about_ca_system_score_gemma":0.000006523497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006244622,"about_ca_topic_score_gemma":0.00112922,"domain_scores_codex":[0.9988875,0.00003144035,0.0001498275,0.0003041597,0.0002690645,0.0003580454],"domain_scores_gemma":[0.9995837,0.00001165426,0.00005940754,0.0002698109,0.000003447686,0.00007202544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001688875,0.0001044056,0.3196262,0.00001014809,0.00001621397,0.00001369385,0.0000939754,0.006140192,0.0008902584,0.006985115,0.6651527,0.0009502819],"study_design_scores_gemma":[0.0002866987,0.00003747804,0.1850869,0.00000403293,0.00002179731,0.000001135834,0.00001501867,0.0004880857,0.0002982377,0.0009241148,0.8125987,0.0002378014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700266,0.00003302653,0.00007923115,0.002463327,0.0004395747,0.000249796,0.000007796243,0.0001107151,0.1265899],"genre_scores_gemma":[0.9578581,0.00001327743,0.0002116079,0.0001859079,0.0001825659,0.000006845843,0.00004973609,0.00001684618,0.04147509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1474461,"threshold_uncertainty_score":0.994357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008399079608625253,"score_gpt":0.2017935274361661,"score_spread":0.1933944478275408,"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."}}