{"id":"W2904850629","doi":"","title":"How technology can facilitate the democratization of Higher Education Institutions in Ukraine","year":2017,"lang":"en","type":"article","venue":"2018 Conference of the Canadian Society for the Study of Education","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Democratization; Political science; Higher education; Economic growth; Development economics; Economics; Democracy; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002726433,0.0001828282,0.0001930622,0.0009599326,0.004675942,0.008739855,0.0004824851,0.001670504,0.004966155],"category_scores_gemma":[0.004893793,0.0002025641,0.0005295103,0.00114284,0.004257976,0.004485859,0.005832073,0.001957622,0.001110753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004829364,"about_ca_system_score_gemma":0.007851813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025427,"about_ca_topic_score_gemma":0.01181281,"domain_scores_codex":[0.9972975,0.001122358,0.0001272507,0.0002433917,0.0004136359,0.000795991],"domain_scores_gemma":[0.9981412,0.0006486104,0.0003105136,0.0003390184,0.0002722936,0.0002884044],"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":[0.00009276928,0.0001132209,0.01200153,0.0002810107,0.00005585361,0.00119677,0.01684076,0.002616687,0.002255062,0.8781814,0.01280245,0.07356243],"study_design_scores_gemma":[0.00004655832,0.0001679236,0.03412174,0.0005281261,0.00005750786,0.0005988918,0.01710632,0.002114485,0.004886143,0.1578649,0.782433,0.000074386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4247891,0.007366462,0.02098797,0.07439406,0.001023715,0.0001271124,0.0002498393,0.0003367449,0.4707249],"genre_scores_gemma":[0.9734337,0.001314112,0.002224756,0.002239719,0.00008357077,0.00002802534,0.00005347957,0.00003655769,0.02058608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01025427,"threshold_uncertainty_score":0.03503966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150102279659172,"score_gpt":0.3224675854808561,"score_spread":0.2074573575149389,"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."}}