{"id":"W4390639683","doi":"10.1007/s00267-023-01930-w","title":"Analyzing the effectiveness of environmental impact assessment in Paraná, Brazil and California, United States with fuzzy-set qualitative comparative analysis and the analytical hierarchy process","year":2024,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"Universidade Positivo","keywords":"Stakeholder; Normative; Qualitative comparative analysis; Stakeholder analysis; Environmental resource management; Public participation; Stakeholder engagement; Management science; Process management; Environmental planning; Business; Political science; Public relations; Engineering; Computer science; Geography; Economics","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":[0.006788569,0.0002339533,0.0002795172,0.003391838,0.001076479,0.002194532,0.0006262852,0.0003963777,0.001385043],"category_scores_gemma":[0.01739559,0.0001453966,0.0004141769,0.002381503,0.001197459,0.001298017,0.0008599484,0.0002973886,0.00004131514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006525062,"about_ca_system_score_gemma":0.003554368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1065774,"about_ca_topic_score_gemma":0.1996933,"domain_scores_codex":[0.9966341,0.002112766,0.0001086659,0.0001176911,0.0008357344,0.0001911231],"domain_scores_gemma":[0.9883757,0.00963143,0.0004475775,0.0002105253,0.001143411,0.0001913976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002264386,0.0007815917,0.2202585,0.00137543,0.0008782419,0.001183349,0.01289754,0.2055255,0.008499125,0.2028647,0.00322416,0.3402477],"study_design_scores_gemma":[0.0001732975,0.0007585114,0.2519346,0.0006698111,0.00100081,0.0002414765,0.05245851,0.5851529,0.01033204,0.08396206,0.0131981,0.0001178848],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967814,0.0003530049,0.007761925,0.0003992428,0.000007286693,0.00006941208,0.0001359362,0.00001727698,0.02344189],"genre_scores_gemma":[0.9959001,0.00008689915,0.0036953,0.00001235042,0.000001529296,0.00001165471,0.00003170424,0.000002660719,0.0002577279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065774,"threshold_uncertainty_score":0.2119141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006484286687376,"score_gpt":0.3414971542126193,"score_spread":0.3314323113457456,"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."}}