{"id":"W4205912385","doi":"10.1002/div.7210","title":"Universal Forest Products Inc.","year":2008,"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; Pallet; Roof; Solid wood; Business; Truss; Engineering; Civil engineering; Marketing; Materials science; Composite material","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":[0.0001098211,0.0001616907,0.0001106127,0.00005735232,0.0002614291,0.00001212631,0.0003409391,0.00003781468,0.00772445],"category_scores_gemma":[0.00002902352,0.0001445831,0.00005354183,0.0003376811,0.000233881,0.000369036,0.0003327416,0.00009904616,0.01003544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005627,"about_ca_system_score_gemma":0.00001079613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579006,"about_ca_topic_score_gemma":0.0002187014,"domain_scores_codex":[0.9988664,0.0000345209,0.0001390247,0.0003096016,0.0002957443,0.0003546501],"domain_scores_gemma":[0.9995064,0.00001264283,0.00005489643,0.0002993671,0.000003849423,0.0001228564],"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":[0.00002363718,0.0000961354,0.4126092,0.000008643176,0.00002902252,0.00004481852,0.0006443471,0.002220843,0.0004738371,0.001304387,0.58174,0.0008051205],"study_design_scores_gemma":[0.0003352885,0.00006039269,0.2002518,0.000003976702,0.00001754988,0.000007134098,0.00002477094,0.0003974805,0.0002457876,0.0001568883,0.7982354,0.0002635577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403818,0.00002697703,0.00004586874,0.001784138,0.0004009818,0.0002132028,0.000005067634,0.00009336908,0.05704864],"genre_scores_gemma":[0.9646555,0.00008971066,0.000217163,0.0003184655,0.0001142373,0.000006815417,0.00002460212,0.00001686767,0.03455663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2164954,"threshold_uncertainty_score":0.9931826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788720830888417,"score_gpt":0.2126617264179643,"score_spread":0.1947745181090801,"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."}}