{"id":"W1206929563","doi":"10.1007/978-3-319-17722-9_5","title":"Social Media and Local Government in Canada: An Examination of Presence and Purpose","year":2015,"lang":"en","type":"book-chapter","venue":"Public administration and information technology","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Toronto Metropolitan University","funders":"","keywords":"Social media; Public relations; Politics; Local government; Political science; Government (linguistics); Balance (ability); Public administration; Social engagement; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005950892,0.0001222124,0.0001912031,0.0001668558,0.0001201248,0.00009024612,0.0001349691,0.000362025,0.00007024673],"category_scores_gemma":[0.0002203351,0.0001304595,0.000007552888,0.00009325567,0.0005305891,0.001917053,0.00007502018,0.0001642161,6.755305e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003920837,"about_ca_system_score_gemma":0.001242933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0129415,"about_ca_topic_score_gemma":0.7472441,"domain_scores_codex":[0.998664,0.00003204489,0.0003849523,0.000130376,0.000643203,0.0001453928],"domain_scores_gemma":[0.9991946,0.00007737365,0.000378173,0.00008070395,0.0001626778,0.0001064412],"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":[0.000007272499,0.000005784671,0.0003597974,0.00002673368,0.000004482122,4.285068e-7,0.002483592,3.7035e-8,3.17621e-7,0.8049529,0.0002230087,0.1919356],"study_design_scores_gemma":[0.0008646166,0.0002383299,0.01043014,0.00004725083,0.00002301542,0.000009295759,0.07847878,0.0005410787,0.00002851066,0.02849962,0.8804064,0.0004329192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09544809,0.0008518345,0.0003430021,0.04893127,0.0003746464,0.00123636,0.0003117488,0.0001392212,0.8523638],"genre_scores_gemma":[0.9980178,0.0004321642,0.00004467345,0.00009642993,0.00003637618,0.0000144064,0.00009665581,0.000004358586,0.001257138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9025697,"threshold_uncertainty_score":0.9936314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565076677330681,"score_gpt":0.2548053339374817,"score_spread":0.2291545671641749,"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."}}