{"id":"W4416020092","doi":"10.1079/planthealthcases.2025.0029","title":"Integrated Management of Adult Japanese Beetle, <i>Popillia japonica</i> , in Ornamental Plants","year":2025,"lang":"en","type":"article","venue":"Plant Health Cases","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ornamental plant; Context (archaeology); Integrated pest management; Pest control; PEST analysis; Biological pest control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240918,0.0002146741,0.00008525117,0.0002437638,0.0005227495,0.0003579707,0.0004638216,0.0002120517,0.001609015],"category_scores_gemma":[0.0001410654,0.00004380667,0.0001165181,0.0001290995,0.0001780055,0.0002187055,0.0004623594,0.0001606558,0.0001644393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005766365,"about_ca_system_score_gemma":0.0005866312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008695192,"about_ca_topic_score_gemma":0.03151432,"domain_scores_codex":[0.9998622,0.00003200384,0.000008075447,0.00002536006,0.00003274813,0.00003952241],"domain_scores_gemma":[0.9998119,0.000009799992,0.00006164258,0.000007488319,0.00003416595,0.00007501682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0009357471,0.00225264,0.1567702,0.001228821,0.00009415302,0.005451384,0.003181428,0.0034003,0.2094901,0.001138708,0.007589816,0.6084667],"study_design_scores_gemma":[0.0001458373,0.009652356,0.8054878,0.0003996047,0.0003148611,0.003441421,0.009075613,0.008239372,0.05274341,0.0009096326,0.1095195,0.00007064172],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707606,0.001970031,0.00343225,0.0006400975,0.00003623407,0.0002634965,0.0001765491,0.000127787,0.02259297],"genre_scores_gemma":[0.9880072,0.0009140887,0.005926835,0.0001573608,0.00002238545,0.0000774678,0.000160819,0.000006857401,0.004726944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008695192,"threshold_uncertainty_score":0.01728916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097169824909206,"score_gpt":0.2551692049620294,"score_spread":0.2441975067129374,"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."}}