{"id":"W4413569519","doi":"10.64628/aam.7crqtuerh","title":"Tech giants need to step up to help close Canada’s digital divide","year":2021,"lang":"en","type":"preprint","venue":"","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Digital divide; Political science; Computer science; Geography; World Wide Web; The Internet","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":[0.003497075,0.000586262,0.0005607794,0.002938314,0.01909303,0.0207632,0.00164377,0.009979608,0.04664359],"category_scores_gemma":[0.01855125,0.0004175496,0.0007364096,0.004294692,0.005382295,0.00754783,0.004919291,0.008794226,0.00399599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09428311,"about_ca_system_score_gemma":0.3031259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9722373,"about_ca_topic_score_gemma":0.9841918,"domain_scores_codex":[0.9925879,0.0003729607,0.0001149705,0.0003395389,0.003350702,0.00323393],"domain_scores_gemma":[0.9803501,0.002073618,0.0004263178,0.0004173262,0.008596721,0.008135859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006469553,0.00006694119,0.005841349,0.0001177154,0.000032372,0.0002616576,0.001503134,0.0009375327,0.0004805987,0.3192375,0.6257209,0.04573557],"study_design_scores_gemma":[0.00003328905,0.00001898389,0.006927026,0.0002045029,0.0000256116,0.00007716558,0.008346076,0.0007231756,0.0006504268,0.0447365,0.9381872,0.00006993284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02725169,0.002597165,0.001824598,0.6723394,0.0026805,0.00007320842,0.001355905,0.0004930481,0.2913844],"genre_scores_gemma":[0.3717327,0.004164023,0.00558017,0.2159369,0.0006616978,0.00009798635,0.00118848,0.0005622946,0.4000758],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09428311,"threshold_uncertainty_score":0.6840751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155536974102294,"score_gpt":0.2295819415332474,"score_spread":0.2180265717922245,"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."}}