{"id":"W4318052101","doi":"10.1016/j.scitotenv.2023.161850","title":"Integrating climate change in Environmental Impact Assessment: A review of requirements across 19 EIA regimes","year":2023,"lang":"en","type":"review","venue":"The Science of The Total Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Foreign, Commonwealth and Development Office; International Development Research Centre","keywords":"Climate change; Environmental planning; Scope (computer science); Corporate governance; Typology; Environmental resource management; Greenhouse gas; Political economy of climate change; Political science; Global warming; Business; Geography; Environmental science; Ecology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004640944,0.0008212215,0.001803718,0.0001083489,0.0006168814,0.00005126721,0.003009472,0.0001985364,0.001143173],"category_scores_gemma":[0.0001123361,0.0004522162,0.001067881,0.001328266,0.004307853,0.0006596885,0.005461382,0.0007830192,0.0003317924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00347001,"about_ca_system_score_gemma":0.0001157752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008185488,"about_ca_topic_score_gemma":0.000008846609,"domain_scores_codex":[0.9927399,0.0006448904,0.001746068,0.0009681926,0.002605481,0.001295452],"domain_scores_gemma":[0.9957384,0.0002068055,0.002070323,0.001729628,0.00000290128,0.000251897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005008786,0.002810773,0.006376114,0.04118912,0.0006703397,0.00004454808,0.008549737,0.001559948,0.002941008,0.0003093755,0.0006346399,0.9348643],"study_design_scores_gemma":[0.004389568,0.002919901,0.4619434,0.4484494,0.005797079,0.0004385273,0.005859251,0.002140881,0.0008638669,0.001671199,0.05661898,0.008907945],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03903741,0.9512657,0.000002274404,0.0002599561,0.0005674601,0.00587764,0.0007143535,0.00003789686,0.002237302],"genre_scores_gemma":[0.01520122,0.9836485,0.0001607613,0.00006346704,0.00005452931,0.0003476042,0.00003373249,0.00008259152,0.000407573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9259564,"threshold_uncertainty_score":0.9997929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07268347734455344,"score_gpt":0.4103110069639233,"score_spread":0.3376275296193699,"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."}}