{"id":"W4414123907","doi":"10.7202/1119821ar","title":"The Transition From The Electrical Age to the Digital Age","year":2025,"lang":"en","type":"article","venue":"New Explorations","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transition (genetics); Digital era; The Internet; Frame (networking); Information Age; Public life","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001347731,0.0002219437,0.0001475304,0.001036696,0.004800128,0.00686392,0.000411951,0.001757628,0.008719818],"category_scores_gemma":[0.002651023,0.0001104817,0.0001390127,0.000894101,0.01007453,0.01113475,0.004532402,0.002849696,0.0009863084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004555331,"about_ca_system_score_gemma":0.003285772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008283592,"about_ca_topic_score_gemma":0.01149751,"domain_scores_codex":[0.9988694,0.0005000784,0.00002403205,0.0001278868,0.0002738597,0.000204713],"domain_scores_gemma":[0.9990041,0.0004869575,0.0001010672,0.00005843867,0.0001109913,0.0002385126],"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":[0.00002919104,0.00002634996,0.0006640556,0.00007375489,0.000002184083,0.0001294293,0.01868339,0.00003645037,0.0002385792,0.8883247,0.05266181,0.03913018],"study_design_scores_gemma":[0.000004649221,0.00001366517,0.0007651831,0.0002309462,0.000001415028,0.0001366717,0.0113156,0.00005619524,0.0002061748,0.08993474,0.8973246,0.00001030384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05231645,0.07915185,0.003429881,0.4343023,0.003586,0.0000185492,0.0001128666,0.0000916008,0.4269905],"genre_scores_gemma":[0.807165,0.04560949,0.001754363,0.05527661,0.003815398,0.00004619483,0.00004748499,0.00009432096,0.08619127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008719818,"threshold_uncertainty_score":0.03305137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05327659723583412,"score_gpt":0.3402254210569942,"score_spread":0.2869488238211601,"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."}}