{"id":"W2840630452","doi":"10.1002/sd.1852","title":"Toward sustainable development: A methodology for evaluating environmental planning systems","year":2018,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Irish Research Council for the Humanities and Social Sciences; European Commission","keywords":"Sustainable development; Strengths and weaknesses; Environmental planning; Environmental resource management; Environmental management system; Business; Environmental impact assessment; Process management; Political science; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002847141,0.0005001445,0.0004914028,0.0001496155,0.001851709,0.0001789439,0.000542765,0.0002272277,0.001155157],"category_scores_gemma":[0.0002154866,0.0004973512,0.00009233259,0.0003377736,0.0004057398,0.0006435395,0.001078152,0.0002078579,0.0004793627],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004171529,"about_ca_system_score_gemma":0.0003065905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002256092,"about_ca_topic_score_gemma":0.000007036682,"domain_scores_codex":[0.9952618,0.0002726458,0.0007740717,0.0008564339,0.0008079842,0.002027042],"domain_scores_gemma":[0.9987735,0.0002075821,0.0003071244,0.0003192,0.00004002242,0.0003526222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002292939,0.003335586,0.3609329,0.003131269,0.001932998,0.00181537,0.4209483,0.008266486,0.03671303,0.01271033,0.02743924,0.1204816],"study_design_scores_gemma":[0.003212894,0.0009935539,0.1289357,0.00009067733,0.0000982248,0.00005798971,0.2517649,0.001182342,0.02236265,0.002511099,0.5867198,0.002070237],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532837,0.0002267334,0.03183938,0.0000880977,0.000363626,0.00228827,0.000004718793,0.0001361803,0.01176928],"genre_scores_gemma":[0.885056,0.000005183297,0.0672189,0.0002700503,0.0001529479,0.00085717,0.00008235644,0.00007715583,0.04628026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5592805,"threshold_uncertainty_score":0.9997579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08269324617121354,"score_gpt":0.3532783856713345,"score_spread":0.270585139500121,"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."}}