{"id":"W4321763689","doi":"10.15353/acmla.n171.5292","title":"Learning from a Distance","year":2023,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Web and Library Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; University of Toronto","funders":"","keywords":"Pandemic; Service (business); Revenue; Coronavirus disease 2019 (COVID-19); Business; Distance education; Ask price; Virtual learning environment; Public relations; Political science; Geography; Marketing; World Wide Web; Computer science; Medicine; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008299707,0.0005568327,0.0004063321,0.0006456899,0.004974555,0.008420686,0.001391157,0.001458328,0.1408866],"category_scores_gemma":[0.003662151,0.0001871234,0.000462158,0.0008651245,0.001899147,0.006493657,0.006724133,0.001940997,0.07028512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309949,"about_ca_system_score_gemma":0.006885903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560484,"about_ca_topic_score_gemma":0.04000915,"domain_scores_codex":[0.9987535,0.0002441516,0.00004552701,0.0002441849,0.0004208086,0.0002918255],"domain_scores_gemma":[0.9969258,0.0002437029,0.0001410096,0.0003302619,0.0005736768,0.001785542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000109121,0.0006233784,0.00570148,0.0004268267,0.00002806009,0.0004912169,0.01244419,0.0003580124,0.002012695,0.03238628,0.4127219,0.5326969],"study_design_scores_gemma":[0.0000145747,0.0002108062,0.002778528,0.0002696962,0.00001332538,0.0004058458,0.01161344,0.0001892363,0.000402527,0.01180838,0.9722621,0.00003139343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02695401,0.002463285,0.01257201,0.02389444,0.001654996,0.0002055992,0.0005835453,0.001290344,0.9303817],"genre_scores_gemma":[0.2304956,0.006163248,0.02041502,0.01472121,0.0008144734,0.0002105295,0.001110169,0.0003782971,0.7256914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1408866,"threshold_uncertainty_score":0.4713127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006830383689694947,"score_gpt":0.1629426663247768,"score_spread":0.1561122826350818,"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."}}