{"id":"W3193522499","doi":"10.3390/insects12080750","title":"Biodiversity in a Cool-Climate Vineyard: A Case Study from Quebec","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research & Development Corporation; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; McGill University","keywords":"Biology; Biodiversity; Vineyard; Popillia; Scarabaeidae; Ecology; Agroforestry; Viticulture; Japanese beetle; Horticulture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004498336,0.0003614965,0.0003026417,0.001242926,0.006556654,0.002069771,0.001493005,0.0009472562,0.003225819],"category_scores_gemma":[0.0007498008,0.0001963297,0.0003092416,0.003461146,0.001445421,0.0005875684,0.001008006,0.0008444291,0.000197036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0500925,"about_ca_system_score_gemma":0.02139383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941487,"about_ca_topic_score_gemma":0.9981763,"domain_scores_codex":[0.9994615,0.00007947999,0.00001218595,0.00005874241,0.000112543,0.0002755488],"domain_scores_gemma":[0.9990496,0.0001151275,0.00008223004,0.00002664949,0.0003842552,0.0003421707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00034467,0.0008578982,0.7361629,0.0008103373,0.0002730358,0.04142976,0.07608636,0.004495938,0.005920534,0.008160819,0.02723623,0.0982215],"study_design_scores_gemma":[0.00002877342,0.0001727858,0.823741,0.0004535765,0.00005845956,0.002675317,0.1214418,0.003426318,0.0004693997,0.0003702511,0.04708723,0.00007505168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841393,0.001457139,0.0002953435,0.001304062,0.00002030514,0.00009122655,0.001598668,0.00001714827,0.0110769],"genre_scores_gemma":[0.9910637,0.001265671,0.0005998391,0.0004522084,0.000007881139,0.00002693177,0.0006953363,0.00001215775,0.00587625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0500925,"threshold_uncertainty_score":0.3634482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04955072046100121,"score_gpt":0.2719537384116231,"score_spread":0.2224030179506219,"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."}}