{"id":"W1784264800","doi":"10.7202/1044678ar","title":"Challenges of Deliberation and Participation","year":2018,"lang":"en","type":"article","venue":"Les ateliers de l éthique","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Negotiation; Deliberative democracy; Politics; Public relations; Corporate governance; Context (archaeology); Work (physics); Value (mathematics); Sustainability; Political science; Democracy; Sociology; Management; Economics; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1402798,0.001079065,0.001946088,0.00275407,0.01783615,0.02929197,0.006600043,0.01607854,0.0108043],"category_scores_gemma":[0.152117,0.0009714452,0.001869894,0.002667495,0.09691447,0.03481526,0.02827917,0.01671432,0.003050666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207481,"about_ca_system_score_gemma":0.0243187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004896113,"about_ca_topic_score_gemma":0.002630997,"domain_scores_codex":[0.7478119,0.2022507,0.005445673,0.01402669,0.02160049,0.008864584],"domain_scores_gemma":[0.8355447,0.1304228,0.004925803,0.01269989,0.009545455,0.006861319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001434561,0.00001596399,0.0001303519,0.00009484073,0.000009944602,0.00005564466,0.008603982,0.0003121292,0.00003071578,0.9781446,0.005348502,0.007239015],"study_design_scores_gemma":[0.0000189286,0.000008456334,0.00006092911,0.0001935315,0.000003237849,0.00005217401,0.005352515,0.000251736,0.0000395304,0.9179516,0.07605506,0.00001224202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01330414,0.01287101,0.04443945,0.6293949,0.00186991,0.0002628451,0.0001321435,0.0001047988,0.2976207],"genre_scores_gemma":[0.8830746,0.008775353,0.0306299,0.03652566,0.003821442,0.002306544,0.0002108427,0.0002681499,0.0343874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1402798,"threshold_uncertainty_score":0.7418792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073482609885314,"score_gpt":0.275663257374885,"score_spread":0.2449284312760318,"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."}}