{"id":"W4408460158","doi":"10.21083/ruralreview.v4i1.6028","title":"Towards Smarter Growth: Readiness and Deliberative Democracy in Mid-size to Rural areas","year":2020,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Deliberative democracy; Democracy; Political science; Economic growth; Development economics; Psychology; Economics; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003952147,0.0004147805,0.0006262702,0.0002342597,0.0002815358,0.0003147166,0.0002071726,0.00008600359,0.0002404196],"category_scores_gemma":[0.0002570328,0.000360144,0.00005161072,0.0005869562,0.00004468779,0.000852703,0.0002267692,0.0002712066,0.0002288803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921772,"about_ca_system_score_gemma":0.0003388467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006922562,"about_ca_topic_score_gemma":0.002122263,"domain_scores_codex":[0.9981623,0.0000202096,0.0007856657,0.0003095487,0.000217653,0.0005046608],"domain_scores_gemma":[0.9993895,0.00004652682,0.0002172397,0.0001003698,0.0001425256,0.0001037983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003321964,0.00008060678,0.6907822,0.003364032,0.0002439597,0.00009122833,0.03977638,0.000008737652,0.0001815074,0.03073855,0.08520064,0.1492],"study_design_scores_gemma":[0.001206359,0.00001978369,0.7333243,0.002667048,0.00003875492,0.00001603972,0.001334198,0.00002813588,0.00004703504,0.001438756,0.2589325,0.0009471015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933075,0.00100865,0.00002722545,0.05873254,0.0001937186,0.000685511,0.000002109202,0.00007712554,0.006198093],"genre_scores_gemma":[0.8824683,0.0005257506,0.001613079,0.112766,0.0006587793,0.00007287403,0.0001784844,0.0000413504,0.001675331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737319,"threshold_uncertainty_score":0.9998851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460033480060823,"score_gpt":0.2641612967108899,"score_spread":0.2395609619102817,"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."}}