{"id":"W2103673599","doi":"10.1111/j.1439-0329.2007.00534.x","title":"A comparison of heat pulse velocity and lesion lengths for assessing the relative virulence of mountain pine beetle‐associated fungi on jack pine","year":2008,"lang":"en","type":"article","venue":"Forest Pathology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Biology; Mountain pine beetle; Virulence; Xylem; Botany; Lesion; Ecology; Gene; Genetics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004099879,0.0001326436,0.0003166615,0.00004483129,0.0002668208,0.000003344159,0.0001709473,0.0001397554,0.0000860714],"category_scores_gemma":[0.0002495482,0.000100182,0.00005385022,0.0001628831,0.000848879,0.0001252614,0.0001795462,0.000163201,0.00001369856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008941496,"about_ca_system_score_gemma":0.00001250151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628337,"about_ca_topic_score_gemma":0.0005816186,"domain_scores_codex":[0.9988597,0.00016741,0.0003290814,0.0002625431,0.0001395265,0.0002417204],"domain_scores_gemma":[0.9991653,0.0003679922,0.0002110322,0.0002020255,0.00002038513,0.00003324968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002460754,0.0008316176,0.9606783,0.00004902535,0.00004742042,0.00002970968,0.002699479,0.008344165,0.01675623,0.006516749,0.001488897,0.002312315],"study_design_scores_gemma":[0.0006610591,0.0009324816,0.9860124,0.0000251382,0.00002957004,0.00001472184,0.0001193664,0.007849643,0.001283295,0.002780833,0.0001934947,0.00009799846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957697,0.0001039923,0.002362829,0.0001868939,0.0000903863,0.000455822,0.00002070563,0.00001476301,0.000994876],"genre_scores_gemma":[0.9986925,0.0000788559,0.000854434,0.0001436115,0.00001073694,0.00003930657,0.00002282879,0.000009830491,0.0001478927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02533408,"threshold_uncertainty_score":0.4085303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267147579273123,"score_gpt":0.3036820192957001,"score_spread":0.2710105435029689,"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."}}