{"id":"W4414367627","doi":"10.22541/au.175831773.38542239/v1","title":"Pest and host associations that transcend time: Assessing the impact of climate change on grape berry moth (Paralobesia viteana) and its hosts Vitis riparia and Vitis labrusca in North America","year":2025,"lang":"en","type":"article","venue":"","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PEST analysis; Host (biology); Berry; Vineyard; Vitis vinifera; Climate change; Insect; Crop","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004068276,0.0003229521,0.0002139291,0.0005264839,0.000386288,0.0006959497,0.0003536551,0.0004079169,0.0003843276],"category_scores_gemma":[0.0007894984,0.0001734657,0.0005617132,0.000599431,0.000234072,0.0004058768,0.0003092528,0.0002583062,0.00006138357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579197,"about_ca_system_score_gemma":0.001084967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3317955,"about_ca_topic_score_gemma":0.5152544,"domain_scores_codex":[0.9998392,0.00003060833,0.000009178771,0.00005455802,0.00002815607,0.00003826936],"domain_scores_gemma":[0.9995546,0.00009292273,0.0001019893,0.00002044008,0.0001414653,0.00008858956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004253768,0.00002951285,0.974897,0.00001469255,0.00007327009,0.0001016919,0.00007288956,0.02131025,0.0008123536,0.0000530718,0.0001822283,0.002410675],"study_design_scores_gemma":[0.000008221919,0.00005185581,0.9192151,0.00001025976,0.00006515475,0.0000712293,0.0004754336,0.07917445,0.0002924236,0.00007010988,0.000554752,0.0000109071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991392,0.00007012038,0.0001671347,0.00005453662,0.000003516248,0.000004679113,0.0003512814,0.000008745094,0.000200641],"genre_scores_gemma":[0.9989672,0.00006684997,0.0003335639,0.00001415656,0.000002289578,0.000003657339,0.0005305939,0.000001928115,0.00007979748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3317955,"threshold_uncertainty_score":0.6597284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131889881778972,"score_gpt":0.2628182770007281,"score_spread":0.2514993781829384,"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."}}