{"id":"W2783550300","doi":"10.4018/ijepr.2018040102","title":"From Citizens to Decision-Makers","year":2018,"lang":"en","type":"article","venue":"International Journal of E-Planning Research","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Social media; Order (exchange); Democracy; Computer science; Process (computing); Digital era; Data science; Public relations; Internet privacy; Political science; World Wide Web; Business; The Internet","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":[0.004160781,0.0003850438,0.0002823892,0.001218236,0.00285841,0.007228393,0.0006976643,0.001636223,0.01045564],"category_scores_gemma":[0.01767215,0.000306333,0.00024439,0.001385353,0.004258017,0.007003312,0.003933776,0.002476317,0.002641021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002259576,"about_ca_system_score_gemma":0.003833864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263158,"about_ca_topic_score_gemma":0.002322655,"domain_scores_codex":[0.9949586,0.00301485,0.0001795085,0.000529588,0.001001712,0.0003157487],"domain_scores_gemma":[0.9919587,0.004911385,0.0005754431,0.0004335983,0.001495621,0.0006252367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002299094,0.0001805146,0.0133274,0.0008040448,0.00005273538,0.001686173,0.1280682,0.001395162,0.004117562,0.4869488,0.1089514,0.254238],"study_design_scores_gemma":[0.00002437005,0.00005012422,0.003793618,0.0005700698,0.00002338594,0.0001979306,0.1021165,0.0031123,0.001906155,0.2726465,0.6155199,0.00003922258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3096786,0.007095444,0.121495,0.2155182,0.003215629,0.0006303607,0.002463198,0.000837977,0.3390656],"genre_scores_gemma":[0.9280446,0.002449397,0.02377315,0.006874282,0.0005159951,0.0002262922,0.0008201011,0.0001550049,0.03714124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01045564,"threshold_uncertainty_score":0.03497761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0999224005149314,"score_gpt":0.4824922672234909,"score_spread":0.3825698667085595,"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."}}