{"id":"W3125515469","doi":"10.1186/s13717-020-00275-0","title":"Large-diameter trees, snags, and deadwood in southern Utah, USA","year":2021,"lang":"en","type":"article","venue":"Ecological Processes","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Snag; Picea engelmannii; Coarse woody debris; Abies lasiocarpa; Basal area; Forestry; Picea abies; Biomass (ecology); Montane ecology; Environmental science; Ecology; Geography; Habitat; Pinus contorta; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000142324,0.0001221195,0.0002083538,0.000009414455,0.0002496965,0.00003769798,0.0001248368,0.00016206,0.002027297],"category_scores_gemma":[0.0004781226,0.00004589598,0.00003656342,0.0003338604,0.0001263166,0.00007951424,0.0002224807,0.0001345972,0.0001476847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001285263,"about_ca_system_score_gemma":0.00001432677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005063827,"about_ca_topic_score_gemma":0.04709848,"domain_scores_codex":[0.999054,0.00006817796,0.0001384739,0.0003390535,0.00008094734,0.0003193249],"domain_scores_gemma":[0.9994211,0.0003773883,0.00004104658,0.0000278856,0.00007320018,0.00005942066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002744522,0.000433203,0.9951394,0.00002313481,0.00001652064,0.0001281697,0.0003021927,0.000001000535,0.0005710559,0.0001260048,0.0008473378,0.002384541],"study_design_scores_gemma":[0.0002368102,0.0002534031,0.979434,0.000008958737,0.00001064551,0.00001247547,0.003012642,0.000004171706,0.000251116,0.001997196,0.01461336,0.0001652502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951071,0.0008533568,7.754744e-7,0.002584372,0.00004935032,0.00008786371,0.00007581735,0.00003513732,0.001206187],"genre_scores_gemma":[0.9976925,0.0002442346,0.00007961762,0.0009864776,0.00005718259,0.00001281041,0.00003310883,3.896446e-7,0.0008936698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04704784,"threshold_uncertainty_score":0.998885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179812310520968,"score_gpt":0.2089385042240917,"score_spread":0.187140381118882,"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."}}