{"id":"W2106401749","doi":"10.1260/095830509788707356","title":"Sustainability of Micro-Hydrosystems — A Case Study","year":2009,"lang":"en","type":"article","venue":"Energy & Environment","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sustainability; Sustainable development; Environmental economics; Greenhouse gas; Natural resource economics; Business; Social sustainability; Environmental resource management; Economics; Environmental planning; Environmental science; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007399131,0.0003951333,0.000261023,0.0007819348,0.001527418,0.001232325,0.0007701648,0.00140184,0.002198303],"category_scores_gemma":[0.001265115,0.0001646528,0.0004634099,0.001283105,0.001100809,0.001024538,0.001258855,0.0005807882,0.0001720665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760898,"about_ca_system_score_gemma":0.000816435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139187,"about_ca_topic_score_gemma":0.01981378,"domain_scores_codex":[0.9993517,0.0003378179,0.0000244636,0.00005141317,0.0001212897,0.0001133563],"domain_scores_gemma":[0.9989582,0.0005835719,0.0001224645,0.00007576371,0.000113783,0.0001462788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.0004457004,0.002203216,0.1367537,0.0009243744,0.00025452,0.06267454,0.006537226,0.6074272,0.007992188,0.08380042,0.006682629,0.08430433],"study_design_scores_gemma":[0.0003493062,0.002320687,0.102212,0.0004097622,0.0002499462,0.01077486,0.05321211,0.6538957,0.0134857,0.06382725,0.09908439,0.0001783249],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762162,0.0002880571,0.006297454,0.0005091411,0.00001372162,0.0002063829,0.000270423,0.00003640898,0.01616219],"genre_scores_gemma":[0.9944652,0.0002982694,0.003029261,0.00002553471,0.00000836411,0.00006216185,0.00007613753,0.00000581046,0.002029169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01139187,"threshold_uncertainty_score":0.02265114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006964673121247205,"score_gpt":0.2065197658636968,"score_spread":0.1995550927424496,"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."}}