{"id":"W3013646843","doi":"10.3390/agriculture10040091","title":"Sustainable Arthropod Management in Quebec Vineyards","year":2020,"lang":"en","type":"article","venue":"Agriculture","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Sustainability; Integrated pest management; Geography; Viticulture; Government (linguistics); Agroforestry; PEST analysis; Environmental protection; Environmental planning; Environmental resource management; Ecology; Business; Biology; Wine; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005881792,0.0002212039,0.0001270045,0.0008698729,0.001896635,0.001606332,0.0007985347,0.0003691037,0.002639026],"category_scores_gemma":[0.0005292335,0.00007869157,0.000143124,0.001388687,0.0006700972,0.000428616,0.0003820773,0.000332243,0.0001664478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03659704,"about_ca_system_score_gemma":0.03144058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831626,"about_ca_topic_score_gemma":0.9935006,"domain_scores_codex":[0.9995914,0.00006278675,0.00001084116,0.00006188116,0.0001555713,0.000117417],"domain_scores_gemma":[0.999306,0.00004526366,0.00008346359,0.00001690364,0.0003781962,0.0001700982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002200114,0.0003519024,0.1786143,0.001603767,0.0001784861,0.001850577,0.005257867,0.004652163,0.02737049,0.02691552,0.05272538,0.7002595],"study_design_scores_gemma":[0.00002452239,0.0002374476,0.5393643,0.0006770741,0.00006814978,0.000339793,0.00491625,0.00263655,0.00278243,0.00137531,0.4475099,0.00006831675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6826826,0.1745977,0.004315682,0.01833775,0.0002468315,0.0003539618,0.002477859,0.000291549,0.116696],"genre_scores_gemma":[0.9392343,0.02889721,0.004462981,0.001187457,0.00003847939,0.00006425969,0.0007139547,0.0000196252,0.02538163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03659704,"threshold_uncertainty_score":0.2655314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003373013763440594,"score_gpt":0.1808998478747253,"score_spread":0.1775268341112847,"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."}}