{"id":"W73001872","doi":"10.32920/ryerson.14640063.v1","title":"Intensity of Internet Use in Canada: Exploring Canadians' Engagement with the Internet","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media and Politics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"The Internet; Internet privacy; Proxy (statistics); Internet users; Sociology of the Internet; Internet access; Internet research; Psychology; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00190597,0.0004137797,0.0006089375,0.004042756,0.01016212,0.004816575,0.001757724,0.0008129826,0.004857641],"category_scores_gemma":[0.007553429,0.0004325158,0.000740842,0.01166652,0.002332754,0.001462973,0.003490597,0.001873618,0.0003478167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07966755,"about_ca_system_score_gemma":0.09096067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999065,"about_ca_topic_score_gemma":0.9992709,"domain_scores_codex":[0.9974704,0.0002256401,0.0000952847,0.0002293515,0.001094832,0.0008846722],"domain_scores_gemma":[0.9914804,0.0009239748,0.001080779,0.0001912444,0.00426698,0.002056669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001302894,0.0001357422,0.8175386,0.0002041708,0.00007944663,0.0002466051,0.1364694,0.0003583641,0.0004174978,0.004962496,0.008272498,0.03118482],"study_design_scores_gemma":[0.000008448011,0.000028659,0.8619816,0.000178291,0.00002887408,0.00004860011,0.1239484,0.0006092411,0.0001113114,0.0001791699,0.01281357,0.00006384917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749753,0.0008267076,0.000231358,0.002393226,0.00002813251,0.00007453746,0.003431875,0.00001422443,0.01802461],"genre_scores_gemma":[0.9945425,0.0007605543,0.0002308119,0.0002622517,0.000007766098,0.00003656593,0.001307617,0.00001391006,0.00283792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07966755,"threshold_uncertainty_score":0.5780312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325264331437578,"score_gpt":0.28128260059629,"score_spread":0.1487561674525322,"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."}}