{"id":"W1481825165","doi":"10.5751/es-03933-160133","title":"Economic Governance to Expand Commercial Wetlands: Within- and Cross-Scale Challenges","year":2011,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wageningen University and Research","keywords":"Corporate governance; Wetland; Scale (ratio); Environmental resource management; Business; Geography; Ecology; Environmental planning; Political science; Environmental science; Biology; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00946573,0.0003031005,0.0005095733,0.0009062592,0.002156135,0.007413852,0.001547286,0.003960509,0.008205863],"category_scores_gemma":[0.01455324,0.0002319026,0.0004248757,0.001383347,0.005974649,0.009302869,0.0083204,0.002626429,0.0004918025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003495656,"about_ca_system_score_gemma":0.006135393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005627271,"about_ca_topic_score_gemma":0.009768657,"domain_scores_codex":[0.9963181,0.001311317,0.0001066507,0.0003344711,0.000776742,0.001152735],"domain_scores_gemma":[0.9888469,0.004835358,0.0008991594,0.001367795,0.0015263,0.002524428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006387276,0.0002656425,0.01364324,0.0002596167,0.00008685933,0.0005735477,0.001961231,0.008984417,0.001219844,0.7026696,0.03946082,0.2308115],"study_design_scores_gemma":[0.00006504497,0.0001535858,0.03300745,0.0005229525,0.00004156483,0.0004165084,0.01003518,0.01147076,0.0008123356,0.7542746,0.1891406,0.00005940536],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2896754,0.01690289,0.03829328,0.4158698,0.0006389976,0.0002135699,0.000281608,0.0002500245,0.2378745],"genre_scores_gemma":[0.984397,0.003631613,0.003767926,0.004814319,0.0002389336,0.00007872073,0.00004461048,0.00003058822,0.002996248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00946573,"threshold_uncertainty_score":0.05006015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983552966149657,"score_gpt":0.2282958080006667,"score_spread":0.2084602783391702,"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."}}