{"id":"W4297243616","doi":"10.32920/ryerson.14640975.v2","title":"Communication technologies in the information society : informing our understanding of Canada's digital economy","year":2022,"lang":"en","type":"preprint","venue":"","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital economy; Information society; Information and Communications Technology; Information economy; Political science; Economy; Knowledge management; Business; Economics; Computer science","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":[0.003785728,0.0006033979,0.0005377472,0.007137326,0.01754455,0.02351799,0.001792607,0.002823619,0.01272155],"category_scores_gemma":[0.01459416,0.0003453749,0.0004039031,0.01174509,0.02069427,0.009917251,0.004175033,0.003882344,0.0004964441],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2104229,"about_ca_system_score_gemma":0.3409128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960843,"about_ca_topic_score_gemma":0.9971734,"domain_scores_codex":[0.9952971,0.0008502334,0.0001506925,0.0003215445,0.002057926,0.001322431],"domain_scores_gemma":[0.9865658,0.005252142,0.0008379955,0.000365589,0.005136237,0.001842299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004470329,0.00006472843,0.03016452,0.000429018,0.00004314196,0.0002978581,0.05717028,0.002745007,0.0003126957,0.8093194,0.03377956,0.06562903],"study_design_scores_gemma":[0.00001936565,0.00002684751,0.04990008,0.001975421,0.0001001243,0.000135904,0.2081445,0.005336674,0.0006476381,0.2188789,0.5147102,0.0001243306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1966775,0.02489889,0.005513004,0.3342877,0.0005836683,0.00013183,0.002121292,0.0001039809,0.4356822],"genre_scores_gemma":[0.9568341,0.01553236,0.002099829,0.00623825,0.0001015642,0.00003011082,0.0002678297,0.000054617,0.01884133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.976482,"threshold_uncertainty_score":0.9157975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128878372212891,"score_gpt":0.2254236700045252,"score_spread":0.2041348862823963,"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."}}