{"id":"W2062743168","doi":"10.1007/s10668-007-9107-2","title":"Sustainable development conflict over freeway construction","year":2007,"lang":"en","type":"article","venue":"Environment Development and Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainable development; Development (topology); Environmental planning; Business; Construction engineering; Environmental science; Engineering; Political science; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002423876,0.0006560422,0.0004386702,0.0002186183,0.00114068,0.0001107541,0.0003631838,0.0002759074,0.003718548],"category_scores_gemma":[0.0001146802,0.0006525946,0.00008298261,0.000388049,0.000989388,0.0006997599,0.001205952,0.0003570293,0.0003311707],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0046811,"about_ca_system_score_gemma":0.0001886005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002589252,"about_ca_topic_score_gemma":0.00006002609,"domain_scores_codex":[0.995014,0.00008499662,0.0009989907,0.0011539,0.0009500731,0.001798039],"domain_scores_gemma":[0.9984977,0.0001231943,0.0002275823,0.0005354709,0.00002205281,0.0005940059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00021988,0.000444388,0.8148172,0.000182563,0.00008970547,0.0002586538,0.01149761,0.0001988219,0.0002402015,0.002036406,0.00149443,0.1685202],"study_design_scores_gemma":[0.0007003532,0.00003794296,0.5459491,0.000005341851,0.00001273038,0.00001649375,0.009017135,0.000017346,0.004035963,0.001094448,0.4384703,0.0006428503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788644,0.0001363154,0.005111694,0.0002953984,0.0001056736,0.001148265,0.000001028999,0.0001505122,0.01418665],"genre_scores_gemma":[0.9622194,0.00004970685,0.01643211,0.0003751858,0.00006427742,0.0001369648,0.00005314757,0.00006267847,0.02060656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4369758,"threshold_uncertainty_score":0.9995925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006445019453994413,"score_gpt":0.2116286661071922,"score_spread":0.2051836466531978,"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."}}