{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008831939,0.0004819992,0.0006166841,0.003015193,0.07196444,0.03368258,0.003732015,0.009170021,0.01104894],"category_scores_gemma":[0.01540989,0.000740914,0.0005426208,0.007059068,0.05609264,0.01129466,0.01126228,0.01698491,0.0007732744],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3158319,"about_ca_system_score_gemma":0.4046261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944653,"about_ca_topic_score_gemma":0.9969944,"domain_scores_codex":[0.9833034,0.00351712,0.0002959172,0.001176524,0.00552536,0.006181787],"domain_scores_gemma":[0.9856465,0.003646873,0.0004630504,0.0003115899,0.004752136,0.005179827],"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":[0.00004850791,0.00003330195,0.001926277,0.0001222101,0.00001269745,0.0007283212,0.1330616,0.0001905424,0.000144095,0.7186543,0.1277452,0.01733295],"study_design_scores_gemma":[0.0000151851,0.000009022239,0.001946108,0.0003190118,0.00001325535,0.0001587551,0.1367388,0.0001312297,0.000211136,0.02167209,0.8387008,0.00008464386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03802474,0.02590609,0.001380652,0.640237,0.003382826,0.00007298755,0.0002635433,0.00007420011,0.2906579],"genre_scores_gemma":[0.729259,0.01694675,0.001420393,0.1033671,0.0009703586,0.00007181185,0.0001121185,0.0003063991,0.1475461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6841681,"threshold_uncertainty_score":0.793538,"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."}}