{"id":"W6940552199","doi":"10.7273/000003090","title":"Integrated Pest Management, 2021 Quarter 4 Newsletter","year":2021,"lang":"en","type":"article","venue":"Washington State University","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","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":[0.00005390091,0.00009597214,0.00009459657,0.00001614099,0.0002026541,0.00007219713,0.0001515801,0.00004027814,0.01574986],"category_scores_gemma":[0.0000112205,0.00004677909,0.00007793478,0.0003486328,0.000006049422,0.0002071643,0.00007648605,0.0001475913,0.001162633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003649759,"about_ca_system_score_gemma":0.000005587342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006161561,"about_ca_topic_score_gemma":0.0008771043,"domain_scores_codex":[0.9993038,0.000086506,0.00007910798,0.0002377935,0.0001006177,0.0001921675],"domain_scores_gemma":[0.9995496,0.0002051489,0.00003626426,0.00005668082,0.00007206367,0.00008027978],"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":[0.0002480688,0.0003319579,0.05019096,0.00002266198,0.0002035887,0.002636983,0.0006284671,0.00002836934,0.1520439,0.005138098,0.6706597,0.1178672],"study_design_scores_gemma":[0.00005943731,0.00002576299,0.005780875,0.00002415915,0.00001854102,0.0000162576,0.002048502,0.00005660948,0.001122704,0.0001506853,0.9905546,0.0001418895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231176,0.00002787142,0.0001051532,0.002681076,0.0002948825,0.00007223782,0.0008603766,0.00006176339,0.07277905],"genre_scores_gemma":[0.8948561,0.001411886,0.0007681427,0.001597616,0.0002198646,7.11006e-7,0.004661992,0.00000203304,0.09648168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3198949,"threshold_uncertainty_score":0.9996151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008249617834080054,"score_gpt":0.1733778771204946,"score_spread":0.1651282592864145,"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."}}