{"id":"W6912035994","doi":"10.5281/zenodo.14267791","title":"Projected speaker numbers and dormancy risks of Canada's Indigenous languages","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Table (database); Population; Code (set theory); Range (aeronautics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001043834,0.001215242,0.001107702,0.00539652,0.002048262,0.002478641,0.002097007,0.0007823544,0.06152567],"category_scores_gemma":[0.008246696,0.0006689289,0.001096099,0.01313722,0.0004055158,0.0008234661,0.00155334,0.001853854,0.02341118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0158121,"about_ca_system_score_gemma":0.03164481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9552019,"about_ca_topic_score_gemma":0.9672087,"domain_scores_codex":[0.9985085,0.0001130964,0.0001076908,0.0002772333,0.0005594533,0.0004340066],"domain_scores_gemma":[0.9943141,0.0006357991,0.0004637916,0.0005054096,0.003579755,0.0005012049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003843692,0.000007152882,0.003515367,0.000186289,0.00002737423,0.0000144057,0.00005913606,0.0001769472,0.0000280021,0.0005438342,0.9928395,0.002563448],"study_design_scores_gemma":[0.0001256671,0.0000102892,0.08273225,0.0006663119,0.00007279888,0.00008469853,0.0005854635,0.0007381421,0.0004763782,0.0009689088,0.9134406,0.00009851171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002639292,0.00002909972,0.00003552749,0.00005974372,0.00001352402,0.000007390502,0.9988966,0.0000573327,0.0006368202],"genre_scores_gemma":[0.002347576,0.0001027978,0.0003449721,0.00004845895,0.00001082962,0.0001122283,0.9935464,0.00007820725,0.003408481],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06152567,"threshold_uncertainty_score":0.2058239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03435577907247217,"score_gpt":0.2856316668825102,"score_spread":0.2512758878100381,"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."}}