{"id":"W6902492293","doi":"10.7273/000001082","title":"Integrated Pest Management, 2021 Quarter 1 Newsletter","year":2021,"lang":"en","type":"article","venue":"Washington State University","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); PEST analysis; Agriculture; Integrated pest management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000112762,0.0001191077,0.000103582,0.00004704796,0.00020232,0.00003104861,0.0002326143,0.00004556357,0.01410942],"category_scores_gemma":[0.000005166272,0.0001287156,0.00005767254,0.0003811983,0.0001177651,0.0002952423,0.0004306241,0.0001518438,0.002525692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242392,"about_ca_system_score_gemma":0.000007488863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454962,"about_ca_topic_score_gemma":0.001461727,"domain_scores_codex":[0.9990472,0.00009473193,0.00008957968,0.0003502127,0.0001406377,0.000277659],"domain_scores_gemma":[0.9995778,0.00001843193,0.00004315229,0.0002699564,0.00001104665,0.00007963782],"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":[0.0001909978,0.0005768203,0.09450596,0.00004486973,0.0003179245,0.007236546,0.002644474,0.002058851,0.003783574,0.006810762,0.8477509,0.03407831],"study_design_scores_gemma":[0.0005984841,0.00003189662,0.1080185,0.000008618342,0.00003965517,0.000007833892,0.001584907,0.0002301262,0.0003700551,0.0005180087,0.8883709,0.000221036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7708839,0.000004420751,0.002731183,0.001028645,0.0002448355,0.0001233829,0.00001199252,0.00005812856,0.2249135],"genre_scores_gemma":[0.8763695,0.00009184719,0.002634406,0.001582264,0.00001650461,8.657801e-7,0.00006086377,0.00001162194,0.1192321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1056814,"threshold_uncertainty_score":0.998251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005495912088872474,"score_gpt":0.1752994328468235,"score_spread":0.169803520757951,"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."}}