{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008034033,0.0007354206,0.001004489,0.0001783155,0.0008594035,0.0003498613,0.0008018924,0.0003960901,0.0007948799],"category_scores_gemma":[0.0002198289,0.0003383156,0.0002638231,0.002537974,0.0002247049,0.0008544605,0.0004874175,0.0006097747,0.0004743225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672367,"about_ca_system_score_gemma":0.00003317037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187802,"about_ca_topic_score_gemma":0.01191499,"domain_scores_codex":[0.9946367,0.0003693068,0.0007350956,0.001242572,0.00120975,0.001806533],"domain_scores_gemma":[0.9980485,0.0005061551,0.0001804575,0.0002309779,0.0002700836,0.0007637703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006674444,0.0001580614,0.001304916,0.0001460663,0.00009959973,0.000179747,0.0005763638,0.000003090332,0.9213595,0.0006442622,0.002541822,0.07291985],"study_design_scores_gemma":[0.0008824398,0.001226504,0.855093,0.0004070671,0.000107012,0.00004638902,0.0003081698,0.00007182588,0.01285616,0.0002061806,0.1276679,0.001127282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756035,0.004520776,5.336381e-7,0.0168193,0.0002955675,0.0009545417,0.0004054529,0.0004087582,0.0009915389],"genre_scores_gemma":[0.9798054,0.01322915,0.00004694565,0.0001834469,0.002377676,0.0003217724,0.0007258474,0.00001407431,0.003295734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9085034,"threshold_uncertainty_score":0.9999069,"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."}}