{"id":"W2408415120","doi":"","title":"Riparian areas and wetlands | Water Information | Water Stewardship Division | Sustainable Development | Province of Manitoba","year":2004,"lang":"en","type":"article","venue":"","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wetland; Riparian zone; Stewardship (theology); Water resource management; Geography; Sustainable development; Environmental resource management; Environmental science; Water development; Water resources; Environmental planning; Hydrology (agriculture); Ecology; Geology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004644363,0.0004956209,0.0003119834,0.002608694,0.003312851,0.001473349,0.001496772,0.0004427339,0.03890106],"category_scores_gemma":[0.001616167,0.0004705095,0.0002205126,0.005948142,0.000681091,0.0006266366,0.001404162,0.0006273387,0.003871529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161428,"about_ca_system_score_gemma":0.04314647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.955348,"about_ca_topic_score_gemma":0.989269,"domain_scores_codex":[0.999587,0.00007033783,0.00002316323,0.00005496739,0.0001066296,0.0001578951],"domain_scores_gemma":[0.9977145,0.0003178201,0.0002108283,0.00008316966,0.0009184217,0.0007551529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003165392,0.0003354537,0.6168189,0.001125078,0.0001114294,0.001854306,0.003133987,0.0009042949,0.003038785,0.009097571,0.1975407,0.1657229],"study_design_scores_gemma":[0.00005759265,0.0000510599,0.8838834,0.0003080716,0.00003819908,0.0003046899,0.004542592,0.0006038477,0.000720692,0.0003628468,0.1090903,0.00003677938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6040486,0.007768395,0.001655375,0.017297,0.000503572,0.001120743,0.1220911,0.0009875359,0.2445278],"genre_scores_gemma":[0.61169,0.01009101,0.006892221,0.002805669,0.0001498993,0.0006501406,0.03149796,0.0002485454,0.3359745],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9610989,"threshold_uncertainty_score":0.130137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00413698900114734,"score_gpt":0.1696127209682085,"score_spread":0.1654757319670612,"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."}}