{"id":"W2414857648","doi":"10.16997/jdd.242","title":"Framing and power in public deliberation with climate change: Critical reflections on the role of deliberative practitioners","year":2016,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Framing (construction); Deliberation; Reflexivity; Transformative learning; Viewpoints; Political science; Sociology; Climate change; Public relations; Epistemology; Social psychology; Psychology; Social science; Law; Politics; Geography; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.0007328232,0.0001561391,0.0002183176,0.0000876961,0.00026866,0.00006259025,0.0001325464,0.00007032117,0.0004818622],"category_scores_gemma":[0.000942559,0.00008309005,0.0000511562,0.0003360165,0.0004185941,0.001733007,0.00007003453,0.0002822414,0.00001242966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000299156,"about_ca_system_score_gemma":0.00004542489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001664726,"about_ca_topic_score_gemma":0.0002431245,"domain_scores_codex":[0.9983376,0.0003130794,0.0004378128,0.0002122181,0.0004203752,0.0002789427],"domain_scores_gemma":[0.9981748,0.0009500691,0.0004028484,0.0001526787,0.0002243793,0.00009518231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00586265,0.00477792,0.247807,0.0001432345,0.0004227174,0.0003741226,0.1970877,0.0007446702,0.1426136,0.2549396,0.002827757,0.1423991],"study_design_scores_gemma":[0.006192002,0.007735557,0.5719918,0.001930743,0.0002128304,0.001071982,0.1324117,0.001110744,0.04826468,0.2132988,0.01419707,0.001582172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646103,0.000122463,0.000748586,0.03031979,0.00006256103,0.0002531404,0.0000158385,0.00000676879,0.003860574],"genre_scores_gemma":[0.9976278,0.0003490045,0.001079615,0.0008136249,0.00005385004,0.00002805842,5.93855e-7,0.00001370191,0.00003373619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3241848,"threshold_uncertainty_score":0.5276054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227020555362969,"score_gpt":0.3017704957236606,"score_spread":0.2695002901700309,"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."}}