{"id":"W3173665195","doi":"10.18357/kula.131","title":"The Smoke Signals Radio Show Archive Project","year":2021,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Smoke; Indigenous; Multimedia; Computer science; Telecommunications; World Wide Web; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009479842,0.0001359817,0.0001854862,0.00008952897,0.001504674,0.0004049649,0.0001320975,0.00006566484,0.00004118791],"category_scores_gemma":[0.006232166,0.0001059516,0.00006082235,0.0005000809,0.0004641445,0.0005410713,0.00007198061,0.00008762492,0.0000122012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007998633,"about_ca_system_score_gemma":0.0002089719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005625174,"about_ca_topic_score_gemma":0.00209545,"domain_scores_codex":[0.9984043,0.0004373487,0.0003001297,0.000271992,0.0003556278,0.0002306403],"domain_scores_gemma":[0.9959394,0.002707128,0.0001330848,0.0001663483,0.0009738328,0.00008016031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005541987,0.0001883455,0.02723449,0.0001170552,0.0002384121,0.000004253007,0.4083122,0.00000538014,0.0004492775,0.2142797,0.1371026,0.2120129],"study_design_scores_gemma":[0.0002834103,0.0000276301,0.04453083,0.0001262466,0.00004764564,0.000002207629,0.06609083,0.0004374798,0.0007981986,0.00937345,0.8780692,0.0002128976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1745802,0.04194156,0.0007204681,0.01270641,0.001132631,0.001079384,0.00003968245,0.0002303804,0.7675693],"genre_scores_gemma":[0.8308505,0.01268288,0.0001536635,0.00008478157,0.0005389627,0.0002360042,0.0001259332,0.00001567053,0.1553116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7409666,"threshold_uncertainty_score":0.9997953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09862184447142006,"score_gpt":0.4271771870789324,"score_spread":0.3285553426075124,"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."}}