{"id":"W4298326628","doi":"10.1002/ieam.4693","title":"ESASeedPARAM: A seed treatment model for threatened and endangered bird species in the United States","year":2022,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intrinsik (Canada)","funders":"Bayer CropScience; BASF Corporation","keywords":"Endangered species; Threatened species; Wildlife; Ingestion; Toxicology; Risk assessment; Sowing; Environmental science; Biology; Ecology; Agronomy; Habitat","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002696437,0.0001683062,0.0001383157,0.00004853027,0.0004029075,0.00008998625,0.0001466624,0.00002334675,0.0001987982],"category_scores_gemma":[8.429445e-7,0.00006332317,0.00004135449,0.0001869818,0.00007742085,0.00004919336,0.0001458161,0.0001013964,0.000001334101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193472,"about_ca_system_score_gemma":0.000003736599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008943063,"about_ca_topic_score_gemma":0.0006764568,"domain_scores_codex":[0.9989554,0.0001088279,0.000157702,0.0002716056,0.0002342606,0.0002721754],"domain_scores_gemma":[0.9997276,0.0001300257,0.0000387039,0.00005478159,0.000003592086,0.00004526613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002737828,0.00768915,0.4334267,0.0002008575,0.001124276,0.0004092096,0.01571131,0.02256293,0.1233525,0.02768782,0.003731882,0.3613655],"study_design_scores_gemma":[0.00186307,0.002423593,0.6658382,0.00001593423,0.0001009597,0.00001364486,0.03485195,0.2490227,0.0002388076,0.003984087,0.04121096,0.0004360611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963477,0.0001264148,0.00008480289,0.00178349,0.00002163079,0.001060578,0.0002272499,0.00002698507,0.0003211176],"genre_scores_gemma":[0.9947871,0.002003244,0.0002373324,0.0003244851,0.00001476165,0.000800474,0.0008797472,0.000002686696,0.0009501772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3609294,"threshold_uncertainty_score":0.309888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457605079289998,"score_gpt":0.2705046234606452,"score_spread":0.2259285726677452,"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."}}