{"id":"W4317033233","doi":"10.3828/coma.2021.21","title":"“A Noble Dream” renewed: reflections on the origins of Library and Archives Canada","year":2022,"lang":"en","type":"article","venue":"Comma","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Mandate; Archivist; Context (archaeology); Institution; National archives; Digitization; Government (linguistics); Library science; Political science; Legislation; Public administration; Public relations; Sociology; Law; History; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000007684755,0.00004255109,0.00004639388,0.00002598615,0.0005038943,0.00003853419,0.0001125955,9.322835e-7,0.0005563541],"category_scores_gemma":[8.293205e-7,0.00002970341,0.00001890536,0.00001643242,0.0001003601,0.00007779655,0.0001190079,0.00006488966,8.126535e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004042975,"about_ca_system_score_gemma":0.00003553701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00647779,"about_ca_topic_score_gemma":0.008422777,"domain_scores_codex":[0.999705,0.00002634283,0.00006636901,0.00006468769,0.000075743,0.00006186567],"domain_scores_gemma":[0.9997152,0.0001471351,0.00002490298,0.00009278471,7.796096e-7,0.00001921313],"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":[0.00001386711,0.00004739954,0.00003288122,0.000006551308,0.00001918054,0.000002429017,0.001424272,0.00003174292,0.000006477861,0.9835829,0.01326825,0.00156405],"study_design_scores_gemma":[0.00004527874,0.00007885601,0.001599728,0.000004611155,0.000003982003,0.000001062829,0.001162505,0.00002814548,0.0000305441,0.09896439,0.8980435,0.0000373558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05681896,0.00001796788,0.00000141682,0.007848267,0.0001464565,0.00006696712,0.0002002596,0.00001532628,0.9348844],"genre_scores_gemma":[0.9692635,0.00001148456,0.00001231902,0.001318381,0.00006737893,0.00002437249,0.00003988723,0.000005142892,0.02925756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9124445,"threshold_uncertainty_score":0.9792525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04122445039039821,"score_gpt":0.1990131564481666,"score_spread":0.1577887060577684,"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."}}