{"id":"W4318977084","doi":"10.35844/001c.66191","title":"Combining the World Café and the Deliberative Democratic Evaluation: A Win-Win Strategy","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Research Methods","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Université de Sherbrooke; McGill University","funders":"","keywords":"Deliberation; Thematic analysis; Democracy; Inclusion (mineral); Relevance (law); Public relations; Psychology; Deliberative democracy; Political science; Descriptive statistics; Qualitative research; Sociology; Social psychology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1968386,0.001392145,0.001124131,0.005095272,0.0150165,0.01588535,0.002569129,0.003276639,0.006816452],"category_scores_gemma":[0.1168558,0.00123769,0.001226356,0.002709961,0.02287359,0.01549591,0.03681283,0.003680453,0.0008447414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0111238,"about_ca_system_score_gemma":0.02243518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554108,"about_ca_topic_score_gemma":0.00670762,"domain_scores_codex":[0.6677209,0.3134964,0.002990855,0.003521319,0.007155446,0.005115118],"domain_scores_gemma":[0.8498591,0.110122,0.007292972,0.01529711,0.008185198,0.009243538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008640317,0.00120557,0.01127036,0.002039978,0.0002411208,0.001092138,0.4377068,0.002310539,0.003472885,0.184594,0.0115256,0.343677],"study_design_scores_gemma":[0.000611921,0.001826292,0.008418092,0.002735793,0.0002883455,0.0009363958,0.4850475,0.006811343,0.00681452,0.183487,0.3025949,0.0004278743],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2633295,0.001506373,0.5258874,0.05635828,0.001040963,0.01218597,0.0001506832,0.0009041154,0.1386367],"genre_scores_gemma":[0.8236313,0.0004238621,0.1574803,0.002795178,0.0001500585,0.00854353,0.00004552386,0.0002062729,0.006723881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1968386,"threshold_uncertainty_score":0.990441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7951940208609948,"score_gpt":0.7315883956360214,"score_spread":0.06360562522497337,"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."}}