{"id":"W659360497","doi":"","title":"ACHIEVING SUSTAINABILITY THROUGH LEGISLATION, PUBLIC INVOLVEMENT AND TRAINING","year":2004,"lang":"en","type":"article","venue":"Terra et aqua","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Sustainability; Business; Environmental planning; Natural resource; Commission; Sustainable development; Environmental resource management; Promulgation; Corporate governance; Political science; Geography; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.001281673,0.0001113123,0.0001253012,0.00006052305,0.0006012198,0.000370298,0.0001942834,0.00004828444,0.0000932845],"category_scores_gemma":[0.0001209861,0.0001102965,0.00004066655,0.000207482,0.0003572137,0.0006718962,0.00007389641,0.0001180295,0.000007196311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003713409,"about_ca_system_score_gemma":0.0002500832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004787305,"about_ca_topic_score_gemma":0.007908714,"domain_scores_codex":[0.9985751,0.0001966388,0.0001990542,0.0002762016,0.0003526088,0.0004004232],"domain_scores_gemma":[0.9995733,0.00003781157,0.00005481746,0.0001873776,0.00005615533,0.00009052858],"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":[0.000006486008,0.00008420693,0.01573551,0.00004626533,0.00003067117,0.000006277106,0.6338279,0.0001651336,0.00002664373,0.3256361,0.0001406283,0.02429414],"study_design_scores_gemma":[0.0008774282,0.00007965743,0.02757952,0.00003460043,0.00002114098,8.750925e-7,0.08850179,0.000009587933,0.00001643341,0.1113616,0.771212,0.0003054455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.835469,0.0001047368,0.01425726,0.0878803,0.0001245369,0.0006491665,0.000002083037,0.0002542589,0.06125863],"genre_scores_gemma":[0.9969624,0.00002124793,0.001439342,0.00106265,0.00008700466,0.00002511485,0.000006401635,0.00001157507,0.0003842176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7710713,"threshold_uncertainty_score":0.7237005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07548578324192713,"score_gpt":0.3340528764502864,"score_spread":0.2585670932083593,"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."}}