{"id":"W2791729003","doi":"","title":"The investigation and evaluation of riparian management practices within the Manitoba landscape: off-stream watering systems","year":2013,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; Environmental resource management; Hydrology (agriculture); Geography; Environmental planning; Water resource management; Environmental science; Ecology; Engineering; Habitat","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":[0.0004892097,0.0002377706,0.0001907839,0.000699924,0.0009618927,0.000798816,0.0004228296,0.0001620609,0.0009347764],"category_scores_gemma":[0.0009681623,0.0001722781,0.0001307742,0.001186092,0.0006166441,0.0002860626,0.000571669,0.0001863872,0.0001138038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002793803,"about_ca_system_score_gemma":0.003228163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3887286,"about_ca_topic_score_gemma":0.8209472,"domain_scores_codex":[0.9996892,0.0001003412,0.00001257845,0.00003871599,0.00008664534,0.00007243218],"domain_scores_gemma":[0.999295,0.00009420384,0.0002194562,0.00003458965,0.000201974,0.000154897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001170144,0.0001821143,0.971279,0.00007526218,0.00004064887,0.000292611,0.002663091,0.0001759685,0.00666621,0.00006948438,0.0001010179,0.01833774],"study_design_scores_gemma":[0.000002069955,0.0001790162,0.996905,0.000007826628,0.00001282096,0.00003301569,0.002138467,0.00009694795,0.000240311,0.00001166898,0.0003699409,0.000002940858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992197,0.00006959223,0.00005344189,0.00001824249,6.71882e-7,0.00001815055,0.00004212176,0.000001695092,0.0005763971],"genre_scores_gemma":[0.9979385,0.0002648405,0.0006959909,0.00004196425,0.000002492212,0.00002815942,0.0001545799,0.000001960346,0.0008715406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6112714,"threshold_uncertainty_score":0.7729319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747060130309023,"score_gpt":0.2019648440668718,"score_spread":0.1644942427637816,"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."}}