{"id":"W1918308692","doi":"10.1111/j.1749-8198.2011.00411.x","title":"Governance Spaces for Sustainable River Management","year":2011,"lang":"en","type":"article","venue":"Geography Compass","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tertiary Education Commission","keywords":"Corporate governance; Environmental planning; Business; Environmental resource management; River management; Geography; Environmental science; Finance","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":[0.0001837626,0.0001508939,0.0001242312,0.00004914792,0.000189598,0.00006103379,0.0003744919,0.00002664498,0.0007435862],"category_scores_gemma":[0.000001628767,0.0001378188,0.000127538,0.0002782303,0.0001487358,0.0004252461,0.0003474556,0.0000456236,0.000130656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005181228,"about_ca_system_score_gemma":0.000001635124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193601,"about_ca_topic_score_gemma":0.00006862303,"domain_scores_codex":[0.9987921,0.00001609498,0.0001350682,0.0003371831,0.0002417715,0.0004778508],"domain_scores_gemma":[0.999527,0.000011052,0.00008056674,0.0003050207,0.00001046052,0.00006586216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001376502,0.0006853185,0.3780024,0.0001696016,0.0002831134,0.0000860443,0.0007558771,0.0002975736,0.0000210416,0.3768764,0.2246438,0.01804125],"study_design_scores_gemma":[0.0005462897,0.00009283618,0.6121453,0.000006518686,0.00005450561,3.260693e-7,0.0004800729,0.0001925604,0.000120695,0.01320254,0.3729427,0.0002156609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.207449,0.0002660134,0.037555,0.000397975,0.0004100499,0.002326348,0.00001063416,0.0002506368,0.7513344],"genre_scores_gemma":[0.9608737,0.0001217286,0.02684486,0.0002076698,0.00002511863,0.0002497475,0.000006118696,0.00001553049,0.01165558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7534246,"threshold_uncertainty_score":0.8141748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008642706317154601,"score_gpt":0.2055356637252715,"score_spread":0.1968929574081169,"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."}}