{"id":"W3202790256","doi":"10.1093/ee/nvab106","title":"Phenology of Bean Leaf Beetle (Coleoptera: Chrysomelidae) in Ontario, Canada and Field Validation of a Degree-Day Model","year":2021,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Ministry of Agriculture, Food and Rural Affairs","funders":"Grain Farmers of Ontario","keywords":"Degree day; Biology; Voltinism; Phenology; Pupa; Larva; Degree (music); Horticulture; Botany; PEST analysis; Leaf beetle; Agronomy; Animal science","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":[0.0003130483,0.0002580537,0.0001257825,0.0001979283,0.0004933359,0.0003553507,0.000391846,0.0001453368,0.000473956],"category_scores_gemma":[0.0005872905,0.0001502588,0.0001849406,0.0001772619,0.0002270098,0.0001584244,0.0001318134,0.0001532682,0.00008110828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008157494,"about_ca_system_score_gemma":0.003110719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9178658,"about_ca_topic_score_gemma":0.9641756,"domain_scores_codex":[0.9998839,0.00001572359,0.000005402593,0.00004338252,0.0000266182,0.00002501066],"domain_scores_gemma":[0.9996843,0.00008815974,0.00005636028,0.00002377209,0.0001109815,0.0000364728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004741423,0.0002211031,0.7837878,0.0001359397,0.0001239877,0.0001259537,0.0004271041,0.1642045,0.02150092,0.0003159314,0.001773673,0.0269089],"study_design_scores_gemma":[0.00003251036,0.0001616159,0.7806036,0.00001264877,0.00003488984,0.00005354582,0.0002636219,0.2144593,0.002855027,0.00007519544,0.001428828,0.0000192293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987046,0.00007197967,0.0004640174,0.00002125788,0.000001440362,0.000008623713,0.0003072532,0.0000226005,0.0003983598],"genre_scores_gemma":[0.9985379,0.00003933546,0.0005092566,0.000006195306,5.311585e-7,0.000005105265,0.0005167146,0.000003602301,0.0003813352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08213419,"threshold_uncertainty_score":0.1652358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322327127653434,"score_gpt":0.2157696488362242,"score_spread":0.1925463775596899,"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."}}