{"id":"W6922227903","doi":"10.13140/rg.2.2.29089.51048","title":"The Digital Dividend: Sustainability and Distance Education at Université Laval","year":2016,"lang":"en","type":"article","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Distance education; Sustainability; Higher education; Work (physics); Information and Communications Technology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003247435,0.00003931428,0.00003011928,0.000008223366,0.0004919461,0.0004076594,0.0000702347,0.000007744676,0.0005094968],"category_scores_gemma":[0.00001326353,0.00001709333,0.00001400842,0.000008041118,0.0001408842,0.001452823,0.00007843092,0.00001097702,0.00002144983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004942725,"about_ca_system_score_gemma":0.00004322096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478532,"about_ca_topic_score_gemma":0.001201654,"domain_scores_codex":[0.9997392,0.000005100958,0.00007242471,0.00005139319,0.0000575241,0.00007437407],"domain_scores_gemma":[0.9997001,0.00007849229,0.00003150908,0.00009137463,0.00007223764,0.00002632288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001253083,0.000005576568,0.003268175,0.00001038531,0.000003392282,3.464005e-8,0.005849832,1.589935e-8,3.489376e-7,0.9195206,0.01467022,0.05665893],"study_design_scores_gemma":[0.00006319575,0.00001063754,0.003507328,0.000003405236,0.000001472238,2.862761e-7,0.01740878,0.000003513264,0.00001813542,0.01032827,0.9686158,0.00003919721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3570801,0.0002836568,0.00005485445,0.03075294,0.0002783507,0.0001438571,0.00003976773,0.00007226443,0.6112942],"genre_scores_gemma":[0.8385999,0.00006507667,0.000001184849,0.0001642428,0.00006780643,0.000001668768,0.000003241485,0.000001659816,0.1610953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9539456,"threshold_uncertainty_score":0.5578633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005750841060447628,"score_gpt":0.1714361272205823,"score_spread":0.1656852861601347,"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."}}