{"id":"W4415586588","doi":"10.21083/crrf.v29i1.7689","title":"Improving Information Services to Remote, Rural and Indigenous Populations in Canada","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenous; Empowerment; Service (business); Quality (philosophy); Local community; Rural area; Presentation (obstetrics); Vocational education; Service delivery framework","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":[0.001535711,0.0003079656,0.0003369234,0.001309472,0.0280288,0.006791447,0.001904763,0.001195752,0.01097909],"category_scores_gemma":[0.003507673,0.000283183,0.0003031488,0.003331369,0.004255999,0.001887268,0.005148572,0.002064799,0.0006310251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09987141,"about_ca_system_score_gemma":0.3317679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969484,"about_ca_topic_score_gemma":0.9990195,"domain_scores_codex":[0.997196,0.0002375319,0.00004794793,0.0001398077,0.0006002079,0.001778594],"domain_scores_gemma":[0.9958967,0.0003747198,0.00009377681,0.00005392282,0.001088726,0.002492079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001980042,0.0007405649,0.06174856,0.001380152,0.00007134577,0.003959585,0.209321,0.0008094669,0.002478061,0.06231416,0.2798813,0.3770977],"study_design_scores_gemma":[0.00004394363,0.0001215576,0.1131429,0.0007704445,0.00005247771,0.0005245942,0.3535603,0.0007372507,0.0005891115,0.002689317,0.5276461,0.0001219411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5436444,0.01317821,0.0008667648,0.1193232,0.0007134878,0.0004248845,0.001182362,0.0002846298,0.320382],"genre_scores_gemma":[0.8442136,0.01742572,0.002307808,0.01296882,0.0000859086,0.0001352744,0.0006580076,0.0001045369,0.1221003],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09987141,"threshold_uncertainty_score":0.7246212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009149722359311878,"score_gpt":0.2142702741108398,"score_spread":0.2051205517515279,"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."}}