{"id":"W406056631","doi":"10.1080/15487733.2012.11908089","title":"Contention, participation, and mobilization in environmental assessment follow-up: the Itabira experience","year":2012,"lang":"en","type":"article","venue":"Sustainability Science Practice and Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mobilization; Political science; Environmental planning; Psychology; Environmental science; Law","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":[0.00205539,0.0001513248,0.0001205289,0.00006134945,0.0007452299,0.0001457629,0.0001960814,0.00004839165,0.0001342795],"category_scores_gemma":[0.001307321,0.0001152616,0.00002370702,0.0005623782,0.002244648,0.004180488,0.000426753,0.0001611349,0.00001254052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179101,"about_ca_system_score_gemma":0.00009011314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360624,"about_ca_topic_score_gemma":0.0001012402,"domain_scores_codex":[0.9979767,0.0002616228,0.000268264,0.0003509337,0.0005318479,0.0006107003],"domain_scores_gemma":[0.9991076,0.0002226659,0.0001299232,0.0002638465,0.00001524623,0.0002607388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001480281,0.0002624865,0.9661711,0.000005736122,0.000002348354,5.939149e-7,0.02067648,0.0000307396,0.001460865,0.002458161,0.0000139948,0.008902717],"study_design_scores_gemma":[0.0003072995,0.00006113475,0.9446738,0.000002267014,0.00001211612,0.000006494208,0.04931548,0.000266591,0.0001469112,0.001798348,0.003274963,0.0001345357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916977,0.00006875143,0.0001483959,0.005152043,0.00009220785,0.0005924571,0.000002267081,0.00001232901,0.002233829],"genre_scores_gemma":[0.9983143,0.0001237689,0.0001722645,0.0009646839,0.00004433082,0.0001159644,0.000002295256,0.000006783253,0.0002555685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02863899,"threshold_uncertainty_score":0.82705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554490554868167,"score_gpt":0.3750318986528792,"score_spread":0.3594869931041975,"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."}}