{"id":"W4205875073","doi":"10.1504/ijgenvi.2021.120435","title":"Development of public participation framework for environmental impact assessment","year":2021,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public participation; Legislation; Process (computing); Environmental planning; Environmental impact assessment; Business; Public involvement; Environmental resource management; Conceptual framework; Political science; Public administration; Public relations; Geography; Sociology; Environmental science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02914288,0.0009387638,0.0005383731,0.004509945,0.004255844,0.005480496,0.002330305,0.002909423,0.005664574],"category_scores_gemma":[0.014234,0.0004469249,0.001326972,0.003137385,0.006033354,0.007329808,0.005780679,0.003352951,0.0007352918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008407979,"about_ca_system_score_gemma":0.02011629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01209436,"about_ca_topic_score_gemma":0.0123212,"domain_scores_codex":[0.9781461,0.01676565,0.0007154317,0.000943699,0.002252565,0.001176495],"domain_scores_gemma":[0.9902061,0.004955683,0.0007940984,0.0005149184,0.00281841,0.0007109293],"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":[0.00001839158,0.0001685622,0.003353827,0.000245693,0.00002045235,0.0002418267,0.01118043,0.006868969,0.0003353786,0.9262331,0.003813325,0.04751992],"study_design_scores_gemma":[0.00006569615,0.000193508,0.005408324,0.001334821,0.00005923973,0.0004031324,0.04404585,0.05320081,0.001075259,0.6987008,0.1953903,0.0001222169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03301347,0.0008785431,0.7550838,0.02056669,0.0002090579,0.003423544,0.0004698703,0.0003993745,0.1859556],"genre_scores_gemma":[0.5715727,0.0004973615,0.417381,0.0007333949,0.00005279446,0.003597439,0.0003775291,0.00004363354,0.005744073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02914288,"threshold_uncertainty_score":0.1541241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898017729826659,"score_gpt":0.3916533770479186,"score_spread":0.362673199749652,"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."}}