{"id":"W2108399218","doi":"10.1139/x06-141","title":"Evaluation of funnel traps for estimating tree mortality and associated population phase of spruce beetle in Utah","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Picea engelmannii; Trap (plumbing); Bark beetle; Population; Biology; Bark (sound); Ecology; Forestry; Pinus contorta; Botany; Environmental science; Geography; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006326261,0.00004924808,0.0001405002,0.0002575336,0.00008674749,0.00001004499,0.0001173362,0.00005761367,0.0001351083],"category_scores_gemma":[0.0008537991,0.00004825747,0.00003441617,0.0002938817,0.0001838857,0.0001464813,0.00001420453,0.0001235639,6.972681e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004751099,"about_ca_system_score_gemma":0.0001952509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08525433,"about_ca_topic_score_gemma":0.807518,"domain_scores_codex":[0.998614,0.0002022422,0.000370658,0.00008943092,0.000492046,0.0002316048],"domain_scores_gemma":[0.9993527,0.000124326,0.0001983986,0.00007709278,0.0001448597,0.0001026383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002958808,0.0001053617,0.9651114,0.00002397324,0.00001977106,0.000008835489,0.0001868056,0.02247,0.0006510493,0.0005392601,0.0005303743,0.01032352],"study_design_scores_gemma":[0.001236506,0.0002831183,0.9460887,0.00003475155,0.00002791503,0.00000285875,0.00005916658,0.03473536,0.00008682034,0.01739025,0.00001797156,0.00003656616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998511,0.00005537133,0.0001232272,0.00005344801,0.00005394034,0.0003312245,0.00001615548,7.001077e-7,0.0008549972],"genre_scores_gemma":[0.9992796,0.000001488322,0.0006414761,0.000003559445,0.0000203983,0.000008617886,0.00001194165,0.000004727628,0.00002821814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7222637,"threshold_uncertainty_score":0.920837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11262089350762,"score_gpt":0.3869323184713866,"score_spread":0.2743114249637666,"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."}}