{"id":"W4399036111","doi":"10.29173/mlj1029","title":"Engaging Citizens in the Public Policy Process","year":2007,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Wildlife Federation","funders":"","keywords":"Process (computing); Process management; Business; Political science; Public relations; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008445559,0.0000692748,0.00007632449,0.0002380686,0.002183396,0.0009783155,0.0006855128,0.00006277202,0.0001132771],"category_scores_gemma":[0.001054476,0.00005070722,0.00004773135,0.000830901,0.0003350678,0.0004874493,0.00002326136,0.0006856372,0.00002660896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160923,"about_ca_system_score_gemma":0.0008125327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01107921,"about_ca_topic_score_gemma":0.3816878,"domain_scores_codex":[0.9976774,0.0004512398,0.0002416801,0.00009659796,0.0008100271,0.0007230981],"domain_scores_gemma":[0.9991252,0.0003093019,0.00007901253,0.00009968739,0.00014492,0.0002418521],"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":[0.000006331745,0.00006430112,0.003156863,0.000002979581,0.000005287706,0.0001169517,0.007241358,6.790118e-7,0.00001170352,0.9592112,0.0007753766,0.02940692],"study_design_scores_gemma":[0.0005731751,0.00005519844,0.01479341,0.00002451481,0.00000330411,0.0003158755,0.3291538,0.00001233311,0.00008413137,0.1835718,0.4712047,0.0002077331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3545797,0.00003945912,0.0001530546,0.09589815,0.0001655458,0.0001418425,0.000001909932,0.0000274649,0.5489929],"genre_scores_gemma":[0.9941384,0.00002771339,0.00002905325,0.003629451,0.002059556,0.000004004095,7.670058e-7,0.00000537043,0.000105686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7756395,"threshold_uncertainty_score":0.9991156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08150281794902936,"score_gpt":0.424390150183563,"score_spread":0.3428873322345337,"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."}}