{"id":"W1638010282","doi":"10.15353/joci.v10i2.2738","title":"Building First Nation Owned and Managed Fibre Networks across Quebec","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Business; The Internet; Plan (archaeology); Service (business); Internet access; Service provider; Construct (python library); Rural area; Public relations; Public administration; Economic growth; Telecommunications; Political science; Marketing; Engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001447321,0.00008194886,0.0001339023,0.00004779289,0.0004067979,0.0000999038,0.0003024062,0.00004842191,0.000002496968],"category_scores_gemma":[0.00008390167,0.00005396043,0.00003001034,0.00008956758,0.00005229156,0.0004216544,0.00007300395,0.0006077772,0.000001839941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003561133,"about_ca_system_score_gemma":0.00000565065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003025003,"about_ca_topic_score_gemma":0.0006098935,"domain_scores_codex":[0.9993099,0.0001001828,0.0003327734,0.000001420166,0.0001102412,0.0001454819],"domain_scores_gemma":[0.9990226,0.0005379757,0.0001595054,0.0001806833,0.00005466269,0.00004459166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002208442,0.000009729005,0.0001999165,0.0002142154,0.00008026252,3.798212e-8,0.5114612,0.4581363,0.00004095146,0.0006273905,0.003794878,0.02541296],"study_design_scores_gemma":[0.001956701,0.0003910566,0.02665894,0.0006247719,0.0001716643,0.0004906992,0.3119729,0.5799948,0.001159017,0.002221051,0.07380805,0.0005503474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526407,0.00006899202,0.04585936,0.0002069147,0.0001331973,0.00003449971,0.00000135865,0.00002652203,0.001028538],"genre_scores_gemma":[0.9993075,0.0001995967,0.0001829371,0.0001965464,0.00008362916,1.773485e-7,0.000001172136,0.000007686943,0.00002078561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1994883,"threshold_uncertainty_score":0.3128802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902110467560272,"score_gpt":0.252435018226202,"score_spread":0.2334139135505993,"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."}}