{"id":"W2069437973","doi":"10.1002/hyp.1399","title":"Boundary and border considerations in hydrology","year":2004,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boundary (topology); Hydrology (agriculture); Drainage basin; Geology; Environmental science; Geography; Cartography; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001566101,0.0001210749,0.0001597035,0.00003688984,0.0002219244,0.00001862459,0.00007451134,0.0000985154,0.00107698],"category_scores_gemma":[0.0002164355,0.00009369512,0.00001272617,0.000164824,0.0008125664,0.0001703005,0.0002214238,0.0001436184,0.0001971468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002744282,"about_ca_system_score_gemma":0.00001075078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008437152,"about_ca_topic_score_gemma":0.0007371306,"domain_scores_codex":[0.9990971,0.00003474514,0.0001631745,0.0003385453,0.00008392665,0.0002825075],"domain_scores_gemma":[0.9997368,0.00009172224,0.0000310202,0.00008885687,0.000004420436,0.00004716883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001567429,0.001108641,0.8931833,0.000131395,0.00007521301,0.0007537789,0.006049077,0.08434812,0.001132073,0.009677961,0.002110275,0.001273438],"study_design_scores_gemma":[0.00192637,0.0005491237,0.2477775,0.00001264682,0.00003113842,0.0001071922,0.0001438517,0.0001929933,0.0004042467,0.7320305,0.01637488,0.000449554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701294,0.0003875893,0.0001610565,0.0110782,0.00003007322,0.0001549467,9.573396e-7,0.00006251346,0.01799529],"genre_scores_gemma":[0.9948099,0.0001579153,0.0004487318,0.004394813,0.00001247732,0.00004865311,0.000002231701,0.000004643062,0.0001206761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7223525,"threshold_uncertainty_score":0.9998361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424114312152284,"score_gpt":0.2506616595189306,"score_spread":0.2364205163974078,"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."}}