{"id":"W6910946322","doi":"10.5066/p9a6p2g1","title":"Timing of Occurrence of Waterfowl in U.S. Counties and Canadian Counties, Boroughs, Census Districts, and Other Populated Area Designations with Modeled Exposure Status to Highly Pathogenic Avian Influenza Virus in 2021-2022","year":2024,"lang":"en","type":"dataset","venue":"USGS DOI Tool Production Environment","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Census; Geospatial analysis; Waterfowl; Influenza A virus subtype H5N1; Highly pathogenic; Geographic information system; Shapefile","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006907221,0.0006672343,0.0007870161,0.001457851,0.0001086262,0.00007857063,0.0002312596,0.0003066159,0.0001873342],"category_scores_gemma":[0.0001049466,0.0006460893,0.00004248988,0.0008642435,0.0003319617,0.0003099957,0.0001530378,0.0006066294,0.0000655426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002108,"about_ca_system_score_gemma":0.0003983379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1448795,"about_ca_topic_score_gemma":0.1664672,"domain_scores_codex":[0.9958876,0.0002162993,0.001097888,0.001288424,0.0007932574,0.0007165636],"domain_scores_gemma":[0.9983065,0.00003322039,0.0004699115,0.0008782906,0.00006901922,0.0002430315],"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":[0.00185778,0.001483436,0.06703158,0.00275189,0.0007822595,0.0002351126,0.006466412,0.1321284,0.01604954,0.00003078602,0.768662,0.002520783],"study_design_scores_gemma":[0.001743963,0.0006133497,0.04018613,0.001178807,0.0006412377,0.00005080356,0.0008598245,0.0006579604,0.001347961,0.00006364198,0.9509685,0.001687797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.340789,0.002962598,0.000004628056,0.00005154163,0.0001446754,0.001248928,0.6547822,0.00001372862,0.000002642477],"genre_scores_gemma":[0.3884695,0.002553987,0.0004009677,0.00006114734,0.00007432789,0.0004480283,0.6077741,0.0001529275,0.00006498907],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1823066,"threshold_uncertainty_score":0.999599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302106538449024,"score_gpt":0.2300357254332666,"score_spread":0.2070146600487764,"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."}}