{"id":"W3037819918","doi":"10.25675/3.02952","title":"Characterizing the pine wilt disease pathosystem in the Front Range Region of Colorado","year":2020,"lang":"en","type":"article","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathosystem; Wilt disease; Range (aeronautics); Front (military); Biology; Geography; Forestry; Ecology; Botany; Engineering; Host (biology); Meteorology","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":[],"consensus_categories":[],"category_scores_codex":[0.00014879,0.0001836756,0.0003278776,0.00007694175,0.0004281486,0.0001010626,0.000613678,0.00006562557,0.00001949851],"category_scores_gemma":[0.00008283064,0.00007746575,0.0001843647,0.002242233,0.0002101388,0.0003673319,0.0001122701,0.0001730229,0.000004993351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007207016,"about_ca_system_score_gemma":0.00006109788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009278196,"about_ca_topic_score_gemma":0.0008145037,"domain_scores_codex":[0.998638,0.0002048395,0.0003206111,0.0002992555,0.000273774,0.0002634864],"domain_scores_gemma":[0.9989865,0.0003201248,0.0003030838,0.0001214059,0.0001411606,0.0001277574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05589632,0.0119813,0.2932716,0.002314384,0.001595825,0.01050941,0.03130058,0.003792186,0.457554,0.01950848,0.07222634,0.0400495],"study_design_scores_gemma":[0.002668394,0.003248379,0.4530181,0.0004258202,0.0002361821,0.00005757482,0.02626986,0.001909807,0.0009033175,0.0003777445,0.5098115,0.001073264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895673,0.0001361586,0.00003847792,0.004672115,0.00007679946,0.0007801974,0.001145433,0.00004246777,0.003541021],"genre_scores_gemma":[0.9983841,0.0001969855,0.000008469092,0.0001675601,0.0000422345,0.000006488218,0.00005714509,0.000002252356,0.001134743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4566507,"threshold_uncertainty_score":0.3293016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959657632240555,"score_gpt":0.1644987049841419,"score_spread":0.1449021286617363,"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."}}