{"id":"W4247412943","doi":"10.1002/div.6522","title":"Universal Forest Products Inc.","year":2007,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineered wood; Business; Truss; Solid wood; Commerce; Engineering; Civil engineering; 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":[0.0004056789,0.0001594448,0.0000996032,0.00007603355,0.0001562549,0.00002168188,0.0003388755,0.00004379171,0.006413809],"category_scores_gemma":[0.00003530568,0.0001432973,0.00004955922,0.0003927111,0.0001501433,0.0003278108,0.0003278519,0.0001062041,0.007209355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334204,"about_ca_system_score_gemma":0.000006361079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462076,"about_ca_topic_score_gemma":0.0009484685,"domain_scores_codex":[0.998747,0.00002221997,0.0001675616,0.0003033127,0.000302128,0.0004577963],"domain_scores_gemma":[0.9994807,0.00002187011,0.00006199069,0.0002848871,0.000004056623,0.0001465456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007329555,0.000156425,0.5443107,0.00001904114,0.00005005119,0.00004878519,0.0007247283,0.001657729,0.0018505,0.006475192,0.4361547,0.008478861],"study_design_scores_gemma":[0.0002868764,0.00005440254,0.202329,0.000004626059,0.00002063587,0.000001603709,0.00005580169,0.0001596651,0.0005685225,0.0002812548,0.7959973,0.0002403613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8917397,0.0000257035,0.0003370057,0.001573,0.0006121894,0.0002567876,0.000004023396,0.0001011962,0.1053504],"genre_scores_gemma":[0.9770902,0.00002052095,0.0003213149,0.000360902,0.0001500918,0.000002575965,0.00002212047,0.00001715313,0.0220151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3598426,"threshold_uncertainty_score":0.9944944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204009444701531,"score_gpt":0.2277929066079958,"score_spread":0.2157528121609804,"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."}}