{"id":"W4310436358","doi":"10.21432/cjlt28262","title":"Defining and Exploring Broadband Connections and Education Solutions in Canada’s North","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Aurora College","funders":"Beijing Normal University; Athabasca University","keywords":"Geospatial analysis; Internet access; Broadband; Digital divide; Upload; Telecommunications; The Internet; Variety (cybernetics); Computer science; Download; Distance education; World Wide Web; Geography; Remote sensing; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00107162,0.0002678388,0.0002231353,0.003254922,0.01149215,0.008700676,0.000932524,0.0007051099,0.004225869],"category_scores_gemma":[0.002875434,0.000247087,0.0002573176,0.00910367,0.005058354,0.002669406,0.003080957,0.001229089,0.0002299851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1195798,"about_ca_system_score_gemma":0.1403655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995364,"about_ca_topic_score_gemma":0.9982768,"domain_scores_codex":[0.9977679,0.0002117874,0.00004317387,0.0001380704,0.0006263859,0.001212682],"domain_scores_gemma":[0.9975215,0.0004818272,0.0001994111,0.00005470727,0.001076433,0.0006662167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001183464,0.0001031605,0.09003939,0.0006589124,0.00004992774,0.00246598,0.1208227,0.004815883,0.001596765,0.5486749,0.04365518,0.1869989],"study_design_scores_gemma":[0.00001783657,0.00003970947,0.1732028,0.0009560395,0.00005011773,0.0004017836,0.3182687,0.002840025,0.000676324,0.02688985,0.4765537,0.0001030791],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5095252,0.01059021,0.004580466,0.04089383,0.0001785359,0.0001722071,0.002108092,0.00009713737,0.4318543],"genre_scores_gemma":[0.9645058,0.006661438,0.00300744,0.001720757,0.00002329016,0.00004673082,0.000439048,0.00003468226,0.02356075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195798,"threshold_uncertainty_score":0.8676162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778851243772582,"score_gpt":0.2014598924266363,"score_spread":0.1736713799889104,"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."}}