{"id":"W3160519618","doi":"10.1111/1365-2745.13672","title":"Tree diversity reduces the risk of bark beetle infestation for preferred conifer species, but increases the risk for less preferred hosts","year":2021,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Albert-Ludwigs-Universität Freiburg; Baden-Württemberg Stiftung","keywords":"Biology; Bark beetle; Infestation; Larch; Ecology; Bark (sound); Species richness; Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.0009888791,0.0000946823,0.0002230074,0.00003181393,0.0005052508,0.00001420994,0.0003456353,0.0000847273,0.0004453964],"category_scores_gemma":[0.001008291,0.00005732311,0.000158343,0.00009386679,0.0003269567,0.0001428965,0.0003163589,0.000159903,0.000005597791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009900684,"about_ca_system_score_gemma":0.00005778637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002546058,"about_ca_topic_score_gemma":0.008081658,"domain_scores_codex":[0.9988871,0.0003111783,0.0003355505,0.0001367643,0.0001366711,0.0001927602],"domain_scores_gemma":[0.9976744,0.001348074,0.0006901806,0.0001618773,0.00008335576,0.00004212514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001709585,0.0009961217,0.8872644,0.00004787929,0.0009775137,0.00002316367,0.002228863,0.008385123,0.004920261,0.001532885,0.0844299,0.007484278],"study_design_scores_gemma":[0.001145399,0.0005249066,0.9837029,0.000005411918,0.0003362667,0.00002164223,0.001304229,0.0002857001,0.002123251,0.005781913,0.004702128,0.00006623157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969179,0.00008212301,0.0004468649,0.0006344579,0.0004625488,0.0004712383,0.00009317583,0.000003646215,0.0008880611],"genre_scores_gemma":[0.9979547,0.0003629798,0.0006243964,0.0001606203,0.00008127948,0.0000257862,0.00000868921,0.00000587673,0.0007757235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0964385,"threshold_uncertainty_score":0.4876778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623482650797304,"score_gpt":0.2387648409789111,"score_spread":0.2125300144709381,"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."}}