{"id":"W7155536778","doi":"10.59236/emro.v27i8a227","title":"Singing Back the Buffalo","year":2025,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Singing; French horn; National park; Alliance; Work (physics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004469579,0.000346534,0.0004533024,0.0001007804,0.0007448768,0.0003588918,0.0004769683,0.00008355328,0.0254001],"category_scores_gemma":[0.0004469002,0.0002290758,0.0002600869,0.0001702774,0.0005176585,0.0002369579,0.0001180325,0.0005176956,0.002136181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177833,"about_ca_system_score_gemma":0.000221447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000372108,"about_ca_topic_score_gemma":0.000214369,"domain_scores_codex":[0.997938,0.000214929,0.0008531545,0.0003922169,0.0002345759,0.0003670677],"domain_scores_gemma":[0.99827,0.0008327569,0.0001816027,0.0005362271,0.00007076219,0.0001086695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001025807,0.0009391779,0.0005115445,0.0007893605,0.00006608289,8.383089e-7,0.01118798,0.000002061301,0.00001619498,0.520099,0.4371802,0.02919736],"study_design_scores_gemma":[0.000176803,0.00001453944,0.003477302,0.001863124,0.0001533218,0.000003581403,0.001920271,0.00003255494,0.000003559901,0.01028272,0.9818526,0.0002196055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004147464,0.6919307,0.00001202159,0.2022865,0.01427224,0.001043128,0.0009144981,0.00001454212,0.08537887],"genre_scores_gemma":[0.1324175,0.2634085,0.003517926,0.0688531,0.03764776,0.0003816693,0.007012552,0.0001152599,0.4866456],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5446724,"threshold_uncertainty_score":0.9986408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988837111210397,"score_gpt":0.2896304300317103,"score_spread":0.2597420589196063,"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."}}