{"id":"W7055880885","doi":"","title":"Effects of livestock grazing on aquatic macroinvertebrates in Southern Interior wetlands of British Columbia, Canada","year":2015,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livestock; Wetland; Species richness; Grazing; Biodiversity; Conservation grazing; Biomass (ecology); Invertebrate; Water quality","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002457108,0.0001604959,0.0005950739,0.00004196868,0.00008218408,0.0004364525,0.0005440141,0.00007044447,0.09602526],"category_scores_gemma":[0.00002933536,0.0003567438,0.0001184596,0.0006613161,0.0001202188,0.0001223676,0.0002725213,0.0004723689,0.000007114123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005696481,"about_ca_system_score_gemma":0.00212772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9835387,"about_ca_topic_score_gemma":0.9978265,"domain_scores_codex":[0.9969822,0.0002768129,0.0006915162,0.0004811068,0.0005468391,0.001021515],"domain_scores_gemma":[0.998759,0.0003424399,0.0002587626,0.0003264083,0.00005769847,0.0002557381],"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":[0.00005105909,0.000408081,0.5926172,0.0001871057,0.0001395043,0.0001074292,0.00009868532,0.0000433629,0.00004130667,0.0005267013,0.2551848,0.1505948],"study_design_scores_gemma":[0.0500183,0.018624,0.2584601,0.02058835,0.0006023895,0.0001922351,0.00750259,0.05046167,0.001484791,0.4897912,0.09501501,0.007259372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366204,0.00082866,0.000004357344,0.0001081157,0.0001649516,0.001095652,0.0001012869,0.00003600341,0.06104058],"genre_scores_gemma":[0.9805329,0.0000517421,0.00008281238,0.0001273356,0.000185548,0.0001574994,0.0001118984,0.00005738097,0.01869284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4892645,"threshold_uncertainty_score":0.9998885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003815417472881153,"score_gpt":0.175514516588027,"score_spread":0.1716990991151459,"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."}}