{"id":"W7028774429","doi":"","title":"GIS-based community-oriented Indigenous Evenki toponymic platform","year":2022,"lang":"en","type":"dataset","venue":"University of Birmingham Research Portal (University of Birmingham)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toponymy; Indigenous; Endangered species; Ethnic group","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002367548,0.000493938,0.001245449,0.002695338,0.005446,0.00004511788,0.002874827,0.0005435815,0.188477],"category_scores_gemma":[0.0001622771,0.0006590532,0.0008283986,0.0008484825,0.004374135,0.0004418785,0.001985964,0.003513118,0.0001315518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002691345,"about_ca_system_score_gemma":0.001246491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1105629,"about_ca_topic_score_gemma":0.1238064,"domain_scores_codex":[0.9950824,0.001036564,0.0004491047,0.0007232887,0.001720638,0.0009879991],"domain_scores_gemma":[0.9953381,0.0009489904,0.0009094824,0.001425171,0.0009866607,0.0003915995],"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":[0.0006726122,0.001631857,0.00005243758,0.0006741629,0.0007394991,0.0009050477,0.02271126,0.00003366354,0.00003939767,0.00158274,0.9698224,0.001134901],"study_design_scores_gemma":[0.001213775,0.001015138,0.00006520265,0.0001581761,0.0004587351,0.000007559524,0.1052675,0.00005044468,0.00001358026,0.0001486485,0.8910865,0.0005147527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.09719848,0.0001541788,0.00003967474,0.0003030492,0.0005447706,0.0009866281,0.8825299,0.0001192974,0.01812407],"genre_scores_gemma":[0.07694834,0.0004326186,0.0001836877,0.0001697102,0.000236853,0.000001215603,0.8898151,0.00006993193,0.03214253],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1883455,"threshold_uncertainty_score":0.999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08231162913467463,"score_gpt":0.2736117904929614,"score_spread":0.1913001613582867,"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."}}