{"id":"W2756983176","doi":"","title":"Public Engagement Trends in Southwestern Ontario’s Municipalities","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography; Public administration; Environmental planning; Regional science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001343367,0.0001480474,0.0003057591,0.001991197,0.005720985,0.002737467,0.0008562139,0.0005585481,0.003567059],"category_scores_gemma":[0.005386072,0.0002865501,0.0002583037,0.005481964,0.001630478,0.001020633,0.002218922,0.0006302179,0.0003170575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03361478,"about_ca_system_score_gemma":0.04358369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696135,"about_ca_topic_score_gemma":0.9908449,"domain_scores_codex":[0.9973579,0.0002784944,0.0001536593,0.0002415034,0.0008975415,0.00107095],"domain_scores_gemma":[0.9894564,0.0008686119,0.002470276,0.0002770027,0.004422213,0.002505525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002771198,0.00009176333,0.7990563,0.0003533264,0.00003698135,0.0008128932,0.1420869,0.0002752471,0.001733102,0.002725094,0.01130755,0.04124367],"study_design_scores_gemma":[0.000007396113,0.0000374674,0.8695116,0.00009272538,0.00001076501,0.00007630138,0.09770896,0.0001499135,0.0001625233,0.0001164164,0.03210815,0.00001772389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98112,0.0005829395,0.0001411273,0.002990678,0.00001963359,0.00005174025,0.00100775,0.00002138401,0.01406458],"genre_scores_gemma":[0.9904205,0.0006131479,0.0001974384,0.0002569082,0.00001281762,0.00007308112,0.0006715046,0.00001058072,0.00774386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03361478,"threshold_uncertainty_score":0.2438934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2378889894446717,"score_gpt":0.3514899415433352,"score_spread":0.1136009520986634,"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."}}