{"id":"W6921012134","doi":"10.6084/m9.figshare.24353743.v1","title":"Indigenous Metadata Bundle Communique","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Indigenous; Collaboratory; Bundle; Equity (law); Geospatial metadata","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006306514,0.0004912058,0.000474416,0.000487428,0.00004484267,0.0003502854,0.001457206,0.0005930005,0.8876293],"category_scores_gemma":[0.0002750556,0.0004739117,0.0001730042,0.0003802267,0.000009386429,0.0001116986,0.0009587602,0.0009086595,0.8444194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397412,"about_ca_system_score_gemma":0.0002127559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005556857,"about_ca_topic_score_gemma":0.001942189,"domain_scores_codex":[0.9983914,0.0001202477,0.0001991116,0.0004898614,0.0003571734,0.0004422457],"domain_scores_gemma":[0.9976285,0.00003234945,0.0002132369,0.001959479,0.00003912649,0.0001273447],"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":[0.000001284449,0.00005567932,1.982109e-7,0.001309567,0.0002731135,0.0001022831,0.0001565713,1.017745e-7,0.000004137923,0.00001224964,0.9979465,0.0001383407],"study_design_scores_gemma":[0.00007232539,0.00002544315,0.000002118133,0.01263635,0.00007382843,0.0000275601,0.00001030667,0.000001490752,0.00005229253,0.00005741845,0.986532,0.0005088383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[2.732527e-8,0.0250395,6.567537e-8,0.000003788331,0.00005321648,0.000394069,0.5083182,0.001266945,0.4649242],"genre_scores_gemma":[0.000006030529,0.000008347972,0.00006980448,0.00006779707,0.0002521989,0.0002595799,0.4693601,0.003258775,0.5267174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06179321,"threshold_uncertainty_score":0.9997712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09402418529849702,"score_gpt":0.3291081872112358,"score_spread":0.2350840019127388,"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."}}