{"id":"W2152951059","doi":"10.1093/ee/nvv089","title":"Predicting Developmental Timing for Immature Canada Thistle Stem-Mining Weevils,<i>Hadroplontus litura</i>(Coleoptera: Curculionidae)","year":2015,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North Dakota Department of Agriculture","keywords":"Curculionidae; Biology; Thistle; Spodoptera litura; Weevil; Botany; Larva","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":[],"consensus_categories":[],"category_scores_codex":[0.0002491368,0.0002834962,0.0003338438,0.00001292753,0.0002907374,0.00004391444,0.0003519328,0.0002110936,0.0003235824],"category_scores_gemma":[0.00008117548,0.0001302122,0.000104224,0.00008963707,0.0001445065,0.0001310902,0.0001979458,0.0002010313,0.00003313519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005739609,"about_ca_system_score_gemma":0.00005818215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0199655,"about_ca_topic_score_gemma":0.1207011,"domain_scores_codex":[0.9981303,0.0001067494,0.0003692849,0.000500812,0.0003028597,0.0005900103],"domain_scores_gemma":[0.9991524,0.0003263308,0.0001759567,0.00006394526,0.00002003682,0.0002613872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009368893,0.0004239945,0.5697634,0.00003378238,0.000280145,0.0002461253,0.001365968,0.0001114183,0.2949508,0.0003960938,0.01324832,0.1182431],"study_design_scores_gemma":[0.002747541,0.002061928,0.6536532,0.00007535303,0.00009795638,0.0004894834,0.01509309,0.0004514489,0.02082064,0.0003926229,0.3024981,0.001618603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944913,0.0009055797,0.00001539208,0.001429706,0.0004997117,0.0004433344,0.0001559632,0.00006516524,0.001993869],"genre_scores_gemma":[0.9962401,0.00002088538,0.0006296107,0.001232023,0.0003471631,0.00008820216,0.0002235124,0.000003429584,0.001215036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2892498,"threshold_uncertainty_score":0.9865606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452761027498144,"score_gpt":0.1985228138685694,"score_spread":0.1639952035935879,"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."}}