{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005859819,0.0001021385,0.00008829433,0.00001307165,0.0000707319,0.00002015142,0.0001799188,0.00005673777,0.002477153],"category_scores_gemma":[0.000008831559,0.00007258355,0.000031118,0.0004084578,0.00004981591,0.0001686842,0.0003006917,0.0001081933,0.001138197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145788,"about_ca_system_score_gemma":0.000002617648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005893371,"about_ca_topic_score_gemma":0.02101732,"domain_scores_codex":[0.999214,0.00002258644,0.0001068077,0.0002463731,0.0001289432,0.0002812755],"domain_scores_gemma":[0.9997969,0.000004815042,0.00002605851,0.00009626088,0.000003622429,0.00007229414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004051361,0.0002586289,0.02113847,0.00008458205,0.00004931442,0.001019731,0.002604894,0.008121605,0.001048272,0.05043629,0.9083703,0.006827397],"study_design_scores_gemma":[0.0004225595,0.00005917533,0.3586706,0.000003803611,0.0000124809,0.000002008997,0.002772675,0.00007403956,0.0001127412,0.0007128206,0.6369909,0.0001662271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6487106,0.0001110614,0.0001995699,0.01499117,0.0001365007,0.001067834,0.000001930156,0.0001590731,0.3346223],"genre_scores_gemma":[0.96088,0.00003528612,0.0003616261,0.002976822,0.00003742634,0.00004969111,0.00001109685,0.000005043084,0.03564301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3375321,"threshold_uncertainty_score":0.9996395,"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."}}