{"id":"W7018378267","doi":"","title":"Digitising archival records : Benefits and challenges for a large professional accounting association","year":2016,"lang":"en","type":"article","venue":"FedUni ResearchOnline (Federation University Australia)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digitization; Dilemma; Association (psychology); Professional association; Key (lock); Perspective (graphical)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003309844,0.0001143124,0.000119799,0.0001744443,0.0009823904,0.0003187511,0.0001173131,0.00002450128,0.0001309297],"category_scores_gemma":[0.0001321975,0.00009616031,0.00006342502,0.00002913521,0.00007641635,0.001020396,0.0001097647,0.0001011222,0.00002657166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155981,"about_ca_system_score_gemma":0.00004586489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003096864,"about_ca_topic_score_gemma":0.0006660679,"domain_scores_codex":[0.9988297,0.00007551027,0.0001374141,0.000274981,0.000341505,0.0003408948],"domain_scores_gemma":[0.9991111,0.0004334897,0.00009470347,0.00007924972,0.0001840967,0.00009742012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001398878,0.0001787135,0.0005244958,0.00008552612,0.00007007695,0.000004276049,0.0009959564,0.000002036767,0.00004451471,0.9339496,0.003625534,0.0603794],"study_design_scores_gemma":[0.001658257,0.0002313155,0.05856207,0.0002842716,0.00002412098,0.000001703229,0.001893945,0.0002450372,0.00003214653,0.01841419,0.9183746,0.0002783321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8095985,0.000055303,0.001113228,0.0905316,0.0007812095,0.001358708,0.00306458,0.0002418062,0.09325507],"genre_scores_gemma":[0.8958288,0.0003610949,0.0003503461,0.00006824997,0.0005793741,0.000005906708,0.000225913,0.00001230586,0.1025679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9155354,"threshold_uncertainty_score":0.7555851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330406572192517,"score_gpt":0.2830332519475093,"score_spread":0.1499925947282576,"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."}}