{"id":"W4393971208","doi":"10.7202/1108084ar","title":"Be Kind Rewind","year":2023,"lang":"en","type":"article","venue":"Archivaria","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001811679,0.0009745316,0.0005226033,0.001409024,0.007822888,0.009606834,0.001232721,0.003570937,0.4629838],"category_scores_gemma":[0.007519106,0.0004595056,0.0008136228,0.0008206321,0.002797015,0.009886938,0.009764815,0.004678051,0.2808606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013836,"about_ca_system_score_gemma":0.002854939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005174275,"about_ca_topic_score_gemma":0.01020798,"domain_scores_codex":[0.9980975,0.0004317983,0.00008607894,0.0003105539,0.0006798391,0.0003942562],"domain_scores_gemma":[0.9975144,0.0002653837,0.0001570397,0.0005576896,0.0008656241,0.0006398539],"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":[0.000102248,0.00006547805,0.0008873178,0.0001861374,0.00001547269,0.0005969112,0.006868254,0.00006970421,0.000873485,0.05613384,0.7915882,0.1426129],"study_design_scores_gemma":[0.000002323967,0.000005955184,0.000136652,0.0000623558,0.000002090374,0.0001422239,0.001631794,0.00001557449,0.0000829838,0.002413827,0.995499,0.000005296974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004269035,0.001861203,0.004716735,0.03273776,0.01089095,0.0001782946,0.0006328145,0.001527212,0.943186],"genre_scores_gemma":[0.01962224,0.001052939,0.002516978,0.007822342,0.0006795782,0.00008363926,0.0003378844,0.0009419393,0.9669424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4629838,"threshold_uncertainty_score":0.7659885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05950153264506047,"score_gpt":0.2231770473567156,"score_spread":0.1636755147116551,"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."}}