{"id":"W4320731301","doi":"10.20870/oeno-one.2023.57.1.7250","title":"Exploring future changes in synchrony between grapevine (&lt;i&gt;Vitis vinifera&lt;/i&gt;) and its major insect pest, &lt;i&gt;Lobesia botrana&lt;/i&gt;","year":2023,"lang":"en","type":"article","venue":"OENO One","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences","keywords":"Phenology; PEST analysis; Vitis vinifera; Trophic level; Voltinism; Vineyard; Biology; Climate change; Integrated pest management; Ecology; Agronomy; Horticulture; Larva","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005119808,0.00045548,0.0003203398,0.0003308074,0.0003081141,0.0007899638,0.0006382561,0.001139041,0.001274667],"category_scores_gemma":[0.001176272,0.0003004284,0.000809818,0.000314954,0.0003211153,0.0005830039,0.000369263,0.0004195797,0.0001154851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009980914,"about_ca_system_score_gemma":0.00070456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04191238,"about_ca_topic_score_gemma":0.03188424,"domain_scores_codex":[0.9998766,0.0000326411,0.000005804198,0.00004303159,0.00001083161,0.00003095565],"domain_scores_gemma":[0.9996774,0.000158104,0.00004215971,0.00002409217,0.00003736187,0.00006076072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006115729,0.00005388688,0.02997785,0.00002564339,0.00006833229,0.0001293835,0.00005053695,0.9652744,0.002297929,0.0005813437,0.0001534108,0.001326118],"study_design_scores_gemma":[0.00004085762,0.0001081477,0.01987571,0.00001044457,0.00004667701,0.00003792156,0.0001257347,0.9779311,0.0006807073,0.0004096774,0.0007138046,0.0000191626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952884,0.00007593411,0.002700774,0.00009414917,0.00001768076,0.00001003201,0.0003532815,0.0000422311,0.001417438],"genre_scores_gemma":[0.9986618,0.00003377573,0.0008134287,0.00001167892,0.000002009673,0.000006998998,0.0002263232,0.000008364554,0.0002356239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04191238,"threshold_uncertainty_score":0.08333683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09055990856782979,"score_gpt":0.2618544493123772,"score_spread":0.1712945407445474,"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."}}