{"id":"W4393971281","doi":"10.7202/1104262ar","title":"Troubling Records","year":2023,"lang":"en","type":"article","venue":"Archivaria","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00006126492,0.00006463183,0.00006100483,0.0001190004,0.0001797548,0.0001498378,0.0001195159,0.000002379067,0.0004854229],"category_scores_gemma":[0.000009174112,0.00005469925,0.00005347793,0.00004377501,0.00007927146,0.0001694522,0.00007030246,0.00005057625,0.002921704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003667468,"about_ca_system_score_gemma":0.000007427275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004854956,"about_ca_topic_score_gemma":0.000006995871,"domain_scores_codex":[0.9994801,0.0000116721,0.00009980462,0.0001265875,0.0001090785,0.0001727167],"domain_scores_gemma":[0.999757,0.00007784685,0.00001857729,0.00009760314,0.000007879896,0.00004109382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006335469,0.00002124841,0.00001876922,0.000008432485,0.00002149039,0.00001070933,0.002015697,0.00001245728,0.000005428759,0.9535077,0.02091728,0.02345446],"study_design_scores_gemma":[0.00006717866,0.00002279607,0.004952289,0.000006651399,0.00000334109,4.674548e-7,0.0001018561,0.0003050087,0.000001815234,0.6212687,0.3732143,0.00005557897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01043539,0.000001282562,0.00009907808,0.002000267,0.0005134139,0.00006510478,0.00004431005,0.0002859571,0.9865552],"genre_scores_gemma":[0.9487253,0.000005981701,0.0001248859,0.0002972622,0.0005228412,0.00001761257,0.0001332808,0.00001080903,0.05016203],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9382899,"threshold_uncertainty_score":0.9978547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608967020283698,"score_gpt":0.2272432856007166,"score_spread":0.1711536153978796,"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."}}