{"id":"W2039578179","doi":"10.3390/su2041101","title":"It’s Time to Get Serious—Why Legislation Is Needed to Make Sustainable Development a Reality in the UK","year":2010,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental law and policy","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislature; Legislation; Sustainable development; Precautionary principle; Value (mathematics); Business; Political science; Environmental planning; Public administration; Law and economics; Process management; Economics; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003854674,0.0001581618,0.0001731417,0.00009256483,0.0007184608,0.0001477272,0.0004970345,0.0001433456,0.0009255254],"category_scores_gemma":[0.001223247,0.0001347877,0.00005504986,0.0006753895,0.0002159276,0.0001596558,0.00019027,0.0002594725,0.0001828572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482317,"about_ca_system_score_gemma":0.0009242431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06390218,"about_ca_topic_score_gemma":0.05340245,"domain_scores_codex":[0.9976385,0.0003995004,0.0003096336,0.0003872652,0.0004865972,0.000778535],"domain_scores_gemma":[0.9988455,0.0001456016,0.00005297566,0.0005320533,0.0001906328,0.0002332464],"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":[0.0002286514,0.0005948723,0.05824363,0.0001408281,0.00001814057,0.00004762309,0.6968442,0.0001105694,0.0002872235,0.09112244,0.1316191,0.02074273],"study_design_scores_gemma":[0.000121013,0.00003668688,0.08643209,0.000002558596,0.000003332207,4.181402e-7,0.03251714,0.000002575486,0.000135117,0.008620435,0.8719569,0.0001717565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7633937,0.000002638046,0.00004177413,0.182136,0.00005034058,0.001774736,0.000006407856,0.00003723714,0.05255713],"genre_scores_gemma":[0.9600523,7.777673e-7,0.0003087259,0.01524319,0.0001295388,0.0001930595,0.000008321773,0.00001012607,0.02405397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7403378,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035933146516683,"score_gpt":0.3018311640901734,"score_spread":0.2914718326250065,"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."}}