{"id":"W4386138052","doi":"10.22543/0090-0222.2133","title":"&lt;i&gt;Hippodamia Variegata&lt;/i&gt; (Goeze) (Coleoptera: Coccinellidae) Detected in Michigan Soybean Fields","year":2018,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Coccinellidae; Biology; Soybean aphid; Aphididae; Homoptera; Aphid; Aphis; Predation; Botany; Horticulture; PEST analysis; Ecology; Predator","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":[],"category_scores_codex":[0.0003650777,0.0002971396,0.0003081663,0.00004077588,0.0004800443,0.0001695859,0.000682321,0.0002254226,0.001416064],"category_scores_gemma":[0.0001026489,0.000109363,0.0001329149,0.0005032772,0.000309609,0.0001372603,0.0001135943,0.0003042024,0.0002868836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004049352,"about_ca_system_score_gemma":0.00001891678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075249,"about_ca_topic_score_gemma":0.08739562,"domain_scores_codex":[0.9980885,0.0002518735,0.0003929699,0.0004473271,0.0002254899,0.0005938887],"domain_scores_gemma":[0.9989667,0.0004238968,0.0001442693,0.0002345915,0.000129417,0.0001011186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001277347,0.0006070614,0.0219533,0.00002090512,0.0001912738,0.0002822352,0.00191207,0.00002587992,0.8973202,0.01124228,0.008235036,0.05693245],"study_design_scores_gemma":[0.00251914,0.003973473,0.6877882,0.0002219764,0.0002053971,0.0006525433,0.000703453,0.003296199,0.03756535,0.006330731,0.2548277,0.001915761],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798668,0.0001647917,0.00004704189,0.001577881,0.0005312513,0.0003719801,0.00009197181,0.0001543936,0.01719387],"genre_scores_gemma":[0.993698,0.00003978289,0.00003341898,0.0007644509,0.0007389715,0.00005286605,0.00008737959,0.000002950116,0.004582206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8597548,"threshold_uncertainty_score":0.9994968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511244837212964,"score_gpt":0.222857154962784,"score_spread":0.2077447065906544,"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."}}