{"id":"W7057836820","doi":"","title":"Leveraging Technology to Facilitate Access: Automated Description of the Mariposa Folk Festival’s Born- Digital Performance Recordings","year":2024,"lang":"en","type":"article","venue":"Archivaria","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discoverability; Metadata; Workflow; Process (computing); Digital library; Digital Archives; Volume (thermodynamics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001424347,0.000120204,0.0001223894,0.0002189139,0.0001064237,0.0002218401,0.0004681635,0.00002055295,0.003889004],"category_scores_gemma":[0.00003095567,0.00009010088,0.00006334726,0.0006340288,0.00007270578,0.0001088339,0.0006240156,0.0002128849,0.00008772508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001145344,"about_ca_system_score_gemma":0.0001135545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004923758,"about_ca_topic_score_gemma":0.000002191334,"domain_scores_codex":[0.9989998,0.0000277718,0.000236131,0.0002616787,0.0002055941,0.000269032],"domain_scores_gemma":[0.9994778,0.00007826817,0.00003702199,0.0003057575,0.00004812341,0.0000530244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000236652,0.00004123624,0.04662488,0.00009606752,0.00005866018,0.000001750994,0.0006391134,0.00004774082,0.01648456,0.0132338,0.01404342,0.9087051],"study_design_scores_gemma":[0.0009053438,0.0003808567,0.3675337,0.001330189,0.00007619771,0.00000982679,0.001172666,0.1963391,0.01218483,0.04248529,0.3768432,0.0007387906],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8415672,0.00001486554,0.005498909,0.004201679,0.0002953772,0.000493985,0.00006932301,0.0002344629,0.1476242],"genre_scores_gemma":[0.9914395,0.000001808787,0.0004759437,0.00001537395,0.0000327461,0.00005457921,0.00001737024,0.00001121841,0.007951427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9079663,"threshold_uncertainty_score":0.9970216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308032170289791,"score_gpt":0.2753919788547878,"score_spread":0.2445887618258087,"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."}}