{"id":"W6891314724","doi":"10.3886/e231492v1","title":"Influenza A Virus Data from Emperor Geese, Alaska","year":2025,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emperor; Influenza A virus; Virus; Avian influenza virus; Influenza A virus subtype H5N1; Feces","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":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.002344465,0.002073487,0.002277629,0.001286497,0.0004802472,0.001731006,0.04521603,0.001693774,0.00491854],"category_scores_gemma":[0.006978302,0.002199666,0.0001886119,0.002011566,0.0006407687,0.00504249,0.05984051,0.00313615,0.025636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004584806,"about_ca_system_score_gemma":0.001535289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03456182,"about_ca_topic_score_gemma":0.008770986,"domain_scores_codex":[0.986496,0.0004254446,0.002026041,0.006845157,0.002369001,0.001838297],"domain_scores_gemma":[0.9389068,0.001058415,0.001455576,0.05768266,0.0002549505,0.0006415554],"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":[0.000252891,0.0004065268,0.0001049698,0.0003184894,0.001178379,0.0003450604,0.00003078335,0.00000163027,0.0005025251,0.000003974633,0.996381,0.0004737547],"study_design_scores_gemma":[0.001751324,0.00004217979,0.0002559242,0.001217072,0.002124367,0.00001767499,0.00004621804,0.0001399828,0.0001134293,0.00007015539,0.9921926,0.002029056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007862615,0.00530092,0.000007619863,0.0001308952,0.002157184,0.001259982,0.9894971,0.0007323231,0.0001276631],"genre_scores_gemma":[0.000006968402,0.001642145,0.001285079,0.003919923,0.001777055,0.0001053164,0.9905497,0.0003181094,0.0003956624],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0508375,"threshold_uncertainty_score":0.9996023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340467052875629,"score_gpt":0.38283291086688,"score_spread":0.2487862055793172,"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."}}