{"id":"W3009589381","doi":"10.4324/9781315261546-7","title":"The Management of Shared Waters: Watershed Boards Past and Future","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Geography; Environmental resource management; Environmental science; Business; Environmental planning; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008563538,0.0003357934,0.0002144464,0.0007223699,0.002806147,0.007997208,0.0009436308,0.001682506,0.01161471],"category_scores_gemma":[0.0009756325,0.0002190549,0.0001905993,0.001652264,0.004048691,0.00832512,0.00372012,0.002921781,0.001397609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005903321,"about_ca_system_score_gemma":0.007735985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574292,"about_ca_topic_score_gemma":0.04545159,"domain_scores_codex":[0.9993021,0.0001395134,0.00001826638,0.00007706896,0.0003460815,0.0001170102],"domain_scores_gemma":[0.9996752,0.00008742567,0.00003068836,0.00002085751,0.00007052358,0.0001152331],"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":[0.000007636345,0.00004098404,0.000313793,0.0001830842,0.000003180425,0.0001305923,0.005085613,0.0006012128,0.000241065,0.6176549,0.1573913,0.2183465],"study_design_scores_gemma":[0.000001195081,0.000008179064,0.0002204317,0.0001948606,0.000001150036,0.00004153121,0.001283848,0.00008522878,0.00004710404,0.02145074,0.976662,0.000003669262],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009963918,0.1318377,0.01245189,0.06111681,0.005731673,0.0001212195,0.0000830716,0.000227975,0.7784657],"genre_scores_gemma":[0.1325949,0.1408851,0.01298934,0.009259066,0.002699304,0.0001702164,0.0002222078,0.0003086157,0.7008711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01574292,"threshold_uncertainty_score":0.04283178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038316476229096,"score_gpt":0.2029769221735516,"score_spread":0.1825937574112607,"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."}}