{"id":"W4246632587","doi":"10.1002/hyp.6714","title":"Preface","year":2007,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Citation; Library science; Computer science","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":[0.001184975,0.0006911719,0.0005131828,0.002401284,0.002446006,0.002151844,0.001010328,0.0008324356,0.5140604],"category_scores_gemma":[0.008327024,0.00020537,0.0004260181,0.001420375,0.0003962544,0.001653779,0.001649846,0.001895249,0.3040841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570576,"about_ca_system_score_gemma":0.001816379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005510222,"about_ca_topic_score_gemma":0.007641656,"domain_scores_codex":[0.999509,0.00006881759,0.00002954154,0.00008524892,0.0002566561,0.00005077587],"domain_scores_gemma":[0.9955869,0.0005543145,0.0001280419,0.000383629,0.002714201,0.0006329061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002246831,0.00001728887,0.000090466,0.00004545637,0.000001103242,0.00003105311,0.00003899787,0.00003447003,0.0001045385,0.002647473,0.965868,0.0310986],"study_design_scores_gemma":[0.000003694317,0.000009679134,0.0003584952,0.00005335142,0.000001164062,0.00002599164,0.00005998839,0.00002473991,0.00008237014,0.001768803,0.997609,0.000002850791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002002198,0.005981657,0.00626384,0.02834417,0.2047554,0.0007945086,0.01475952,0.001300069,0.7357987],"genre_scores_gemma":[0.004412065,0.001791365,0.001634094,0.003655828,0.01337813,0.0002458793,0.005786727,0.0004148237,0.9686811],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5140604,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576784734630989,"score_gpt":0.2399529110488119,"score_spread":0.224185063702502,"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."}}