{"id":"W4235896565","doi":"10.32920/ryerson.14639949","title":"Canada, Libraries and the Digital Economy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital economy; Broadband; Telecommunications; Economy; Business; Economics; Engineering; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001320617,0.0004967568,0.0004779939,0.003977686,0.01915592,0.02698726,0.001213834,0.003777094,0.05967284],"category_scores_gemma":[0.005233842,0.0004260825,0.0003690425,0.01359438,0.008210202,0.007915967,0.004287526,0.002828129,0.003302766],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1426657,"about_ca_system_score_gemma":0.2431063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905649,"about_ca_topic_score_gemma":0.9943846,"domain_scores_codex":[0.9967564,0.0002476195,0.00008409922,0.0002471215,0.001383109,0.001281695],"domain_scores_gemma":[0.9955382,0.0006478185,0.0003062577,0.0001470089,0.002066761,0.00129392],"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":[0.0000533712,0.00002952206,0.003685046,0.0003931518,0.00002660674,0.0002353817,0.004751386,0.0003670604,0.0001088168,0.5642174,0.3708146,0.0553177],"study_design_scores_gemma":[0.0000101668,0.000005075248,0.007584437,0.000525981,0.0000295164,0.0000622951,0.0103104,0.0001585267,0.0001334513,0.02337258,0.9577644,0.00004316043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01558474,0.04894874,0.0004165977,0.1665221,0.001078023,0.00003725047,0.001851728,0.0001545832,0.7654062],"genre_scores_gemma":[0.3604906,0.04990996,0.001168257,0.02181982,0.0005283923,0.00003956815,0.0008454986,0.0001846577,0.5650132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9730127,"threshold_uncertainty_score":0.9943863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176102635426987,"score_gpt":0.1573830517952814,"score_spread":0.1456220254410115,"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."}}