{"id":"W4243132827","doi":"10.32920/ryerson.14637117","title":"Extending and Improving Broadband Infrastructure in Canada: Learning from Australia's National Broadband Network Initiative","year":2021,"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":"Broadband; Telecommunications; Broadband networks; Business; 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":[],"consensus_categories":[],"category_scores_codex":[0.004791136,0.0003510219,0.0002887925,0.001066569,0.01238652,0.009246151,0.001313008,0.002886331,0.005754307],"category_scores_gemma":[0.009628322,0.0002482003,0.0002172928,0.002643012,0.004973118,0.003654179,0.00338039,0.004473104,0.0005633504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09867187,"about_ca_system_score_gemma":0.3871592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888403,"about_ca_topic_score_gemma":0.9959838,"domain_scores_codex":[0.9950508,0.0004591105,0.00008522197,0.0002243566,0.002363714,0.001816844],"domain_scores_gemma":[0.9873378,0.0009552076,0.0001987101,0.0002057859,0.005751559,0.005550944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001204124,0.0001972638,0.01510562,0.0003116264,0.00003827397,0.0005957531,0.02611731,0.003330396,0.001372344,0.1242909,0.5896872,0.238833],"study_design_scores_gemma":[0.00002313583,0.00006483371,0.02997116,0.0006182946,0.00004964189,0.00009502186,0.04519985,0.001533847,0.001318944,0.01967867,0.9013383,0.0001081169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08352297,0.01268471,0.002503345,0.7138797,0.001396188,0.0001031272,0.0008389706,0.0002109792,0.1848601],"genre_scores_gemma":[0.7667621,0.03246213,0.007030121,0.04740367,0.0003442516,0.00006380135,0.000691679,0.0002061347,0.1450361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09867187,"threshold_uncertainty_score":0.7159178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977679757616169,"score_gpt":0.23767483733675,"score_spread":0.2178980397605883,"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."}}