{"id":"W1561996966","doi":"10.3910/2009.079","title":"Simulating the hydrology of small coastal ecosystems in conditions of limited data","year":2004,"lang":"en","type":"article","venue":"CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Universität für Bodenkultur Wien; International Development Research Centre","keywords":"Hydrology (agriculture); Environmental science; Ecosystem; Oceanography; Environmental resource management; Geology; Ecology; Geotechnical engineering; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004251512,0.0005063709,0.0004598003,0.000499908,0.0005044556,0.0009244204,0.0008738817,0.0009126102,0.002232026],"category_scores_gemma":[0.001993278,0.0005523307,0.0005895773,0.001019139,0.0007496279,0.0008788197,0.0006183638,0.0006443949,0.0001414982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901666,"about_ca_system_score_gemma":0.001815259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1173934,"about_ca_topic_score_gemma":0.1107297,"domain_scores_codex":[0.9998616,0.00003860526,0.00001339098,0.00003425593,0.00001273385,0.00003936304],"domain_scores_gemma":[0.9987669,0.0006586202,0.000112025,0.00008896542,0.0001213872,0.0002520126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007802795,0.00005766505,0.01259323,0.00001671217,0.00002673151,0.00008135069,0.00003587539,0.9848451,0.0006949812,0.0002853961,0.0002702584,0.001014709],"study_design_scores_gemma":[0.0000858401,0.00003532408,0.006004121,0.000003979219,0.00001984563,0.00001594515,0.0001037507,0.9927618,0.0004609311,0.0002905565,0.0002066699,0.00001133781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953791,0.00003448494,0.001834329,0.0001340589,0.0000144743,0.00001935382,0.0009896599,0.0001306334,0.001464026],"genre_scores_gemma":[0.9974675,0.00004641725,0.001367204,0.00001701641,0.000006194216,0.00001994666,0.0005430374,0.00001927448,0.0005134578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173934,"threshold_uncertainty_score":0.2334201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09114653141469388,"score_gpt":0.3271474370697614,"score_spread":0.2360009056550675,"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."}}