{"id":"W4229518293","doi":"10.1002/div.6172","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineered wood; Solid wood; Truss; Fence (mathematics); Engineering; Pulp and paper industry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002888638,0.000870525,0.0004199965,0.001792352,0.001002489,0.001853134,0.0006537943,0.0008045209,0.6442658],"category_scores_gemma":[0.0005495921,0.000336063,0.0002303487,0.001363177,0.0002669872,0.001346275,0.0009805555,0.001134423,0.4958414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004864408,"about_ca_system_score_gemma":0.001161805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005500467,"about_ca_topic_score_gemma":0.01640393,"domain_scores_codex":[0.9996372,0.00002077267,0.00001304766,0.00009127267,0.0001980488,0.00003960938],"domain_scores_gemma":[0.9995881,0.00003416475,0.00002949815,0.00006220781,0.0002008217,0.0000852186],"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":[0.00008876329,0.0001405268,0.0006238144,0.0002625614,0.000004945462,0.0001075288,0.00007307669,0.00008751642,0.00195806,0.005751003,0.6407567,0.3501455],"study_design_scores_gemma":[0.00001085147,0.00001901948,0.0007292274,0.00006965759,0.000002942036,0.0001006559,0.00002892349,0.00006316903,0.0002760666,0.0006170762,0.9980789,0.000003451991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009575728,0.001622715,0.0009130886,0.0005638226,0.0001954763,0.00009434865,0.00578317,0.002627735,0.987242],"genre_scores_gemma":[0.004769608,0.001232835,0.001662906,0.0004206251,0.00004444922,0.00006406159,0.006836248,0.0003517533,0.9846175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6442658,"threshold_uncertainty_score":0.5074117,"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."}}