{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003296097,0.0005250033,0.0002339089,0.004349889,0.001925992,0.005569286,0.001242804,0.0006839699,0.004629801],"category_scores_gemma":[0.01100047,0.0003594437,0.0003256838,0.002488828,0.002018091,0.005014201,0.004233354,0.0007366089,0.002026632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500728,"about_ca_system_score_gemma":0.002348094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008233676,"about_ca_topic_score_gemma":0.01592527,"domain_scores_codex":[0.9977968,0.0008947267,0.0001800005,0.0003109389,0.0006828359,0.0001347225],"domain_scores_gemma":[0.9942583,0.002642134,0.0004840184,0.001515127,0.0008685858,0.0002318665],"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":[0.0003332437,0.0002253691,0.01816359,0.0009503982,0.00003708542,0.003640161,0.2068811,0.002024531,0.03259066,0.04194314,0.02600147,0.6672093],"study_design_scores_gemma":[0.0000445201,0.0001946389,0.02299131,0.001281828,0.00006992555,0.003310075,0.1062896,0.01835905,0.03402464,0.02329701,0.7898949,0.0002425677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3887063,0.001707046,0.4133174,0.004076812,0.0003288638,0.001515983,0.004826999,0.0119438,0.1735768],"genre_scores_gemma":[0.5348633,0.00103858,0.4263888,0.0002615901,0.00008367446,0.0005529603,0.003130559,0.001127757,0.03255276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008233676,"threshold_uncertainty_score":0.01743162,"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."}}