{"id":"W4407569834","doi":"10.29173/bluejay6406","title":"To Protect Prairie Swallows, We Must Conserve Prairie Wetlands","year":2025,"lang":"en","type":"article","venue":"Blue Jay","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wetland; Prairie dog; Environmental science; Agroforestry; Geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001940162,0.000114044,0.000137441,0.00003518412,0.0003189366,0.00001568237,0.0002226634,0.00009564283,0.0004826329],"category_scores_gemma":[0.0001378016,0.000096606,0.00004756046,0.0002509991,0.0002143893,0.00006645671,0.0004697249,0.0001235646,0.001885947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009179155,"about_ca_system_score_gemma":0.00001940763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000176164,"about_ca_topic_score_gemma":0.007069825,"domain_scores_codex":[0.9991925,0.00005121609,0.0001094983,0.0002861459,0.000111685,0.0002488982],"domain_scores_gemma":[0.9996391,0.00007662079,0.00003263387,0.0001800747,0.000008803206,0.00006275638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004025527,0.00006658051,0.6185432,0.00001361666,0.00003442165,0.00001894819,0.0004348028,0.00003089014,0.0003958165,0.0000862849,0.3791735,0.001161646],"study_design_scores_gemma":[0.0003014728,0.0001074723,0.4726104,0.0000174674,0.00002091405,0.000001582307,0.0003059841,0.00001086905,0.001229018,0.0001525982,0.5251204,0.0001218133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8647324,0.00005985499,0.0001727765,0.08922856,0.000329478,0.0007664781,0.00002212521,0.0001035792,0.04458477],"genre_scores_gemma":[0.9610431,0.000009956924,0.0008859258,0.003883454,0.00003015912,0.00006331622,0.000003945915,0.000004035013,0.03407607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1459469,"threshold_uncertainty_score":0.9988912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260261724803712,"score_gpt":0.2323613116924733,"score_spread":0.2197586944444361,"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."}}