{"id":"W1976188777","doi":"10.1016/j.agwat.2011.05.006","title":"Environmental quality of Lower Little Bow River and riparian zone along an unfenced reach with off-stream watering","year":2011,"lang":"en","type":"article","venue":"Agricultural Water Management","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Riparian zone; Environmental science; Hydrology (agriculture); Bank; Water quality; Surface runoff; Fencing; Pollution; Drainage basin; Geography; Ecology; Geology; Habitat; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002129038,0.0001599487,0.0004351715,0.0009002922,0.001394772,0.0008593861,0.0005143991,0.0005292731,0.0009534358],"category_scores_gemma":[0.0008559023,0.0002620554,0.0002297055,0.001109316,0.001000738,0.0003464109,0.0009714668,0.000265752,0.0001696977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261356,"about_ca_system_score_gemma":0.0008821136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1274559,"about_ca_topic_score_gemma":0.3451177,"domain_scores_codex":[0.9997334,0.00005069697,0.00001916698,0.00006451611,0.00007365554,0.00005858644],"domain_scores_gemma":[0.9995266,0.00007896535,0.00008584133,0.00002029546,0.0001078137,0.0001805277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004678157,0.0002393618,0.9822742,0.00002597927,0.00005138329,0.001600196,0.003233323,0.0006135883,0.007721588,0.0001726969,0.0002003457,0.003399446],"study_design_scores_gemma":[0.000004405425,0.0000771966,0.9980119,0.000002822827,0.000007942753,0.0001586631,0.00107637,0.0003633355,0.0001412031,0.00002283908,0.0001274792,0.000005674795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995418,0.000004913623,0.00001578546,0.000006425763,5.891842e-7,0.000002387102,0.0000435687,0.000001476751,0.0003830546],"genre_scores_gemma":[0.9995013,0.000006419991,0.00003987105,0.000007614888,9.372768e-7,0.000004232241,0.00008207179,0.000001116842,0.000356361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274559,"threshold_uncertainty_score":0.2534281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113864582444887,"score_gpt":0.1818778333229998,"score_spread":0.170739187498551,"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."}}