{"id":"W4404414688","doi":"10.16997/jdd.1603","title":"Deliberative Democracy in Practice: Handbooks on Commissioning, Facilitating, and Evaluating Deliberative Processes","year":2024,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Irish and British Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"United Nations Democracy Fund","keywords":"Computer science; Information retrieval; World Wide Web","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":[0.03985612,0.002552382,0.002380389,0.01042495,0.004901873,0.01422424,0.00465002,0.009154121,0.008292982],"category_scores_gemma":[0.06086971,0.001666158,0.001395064,0.01663448,0.03712172,0.01851842,0.009432493,0.009392666,0.007069021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134324,"about_ca_system_score_gemma":0.033991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005550538,"about_ca_topic_score_gemma":0.008239635,"domain_scores_codex":[0.9294581,0.04772129,0.007020917,0.002047399,0.01199105,0.001761163],"domain_scores_gemma":[0.9063082,0.07752883,0.003816881,0.006210268,0.004825251,0.001310538],"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":[0.00004756627,0.0001773412,0.0004291855,0.008782982,0.00003207489,0.0002629644,0.03751907,0.002407479,0.0006398381,0.5776036,0.1113082,0.2607897],"study_design_scores_gemma":[0.00001521262,0.00004507666,0.0003285997,0.007988219,0.000008117896,0.000301278,0.006827882,0.0002800907,0.0003358294,0.1804438,0.80338,0.00004588604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003482586,0.3230019,0.3011505,0.06916232,0.005234259,0.002681523,0.0006564881,0.001547861,0.2930825],"genre_scores_gemma":[0.0710138,0.3980785,0.4463395,0.0173563,0.002858748,0.009941728,0.001219699,0.001397573,0.05179409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03985612,"threshold_uncertainty_score":0.2107818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755812200973334,"score_gpt":0.4036957118175656,"score_spread":0.3661375898078322,"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."}}