{"id":"W1670176759","doi":"10.22621/cfn.v128i1.1545","title":"Distribution and abundance of benthic macroinvertebrates and zooplankton in lakes in Kejimkujik National Park and National Historic Site of Canada, Nova Scotia","year":2014,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Abundance (ecology); Benthic zone; Zooplankton; Invertebrate; Species richness; Ecology; National park; Biodiversity; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002046142,0.0002356502,0.0002011219,0.001054397,0.0009757701,0.000503202,0.0003078951,0.0001758128,0.0005886853],"category_scores_gemma":[0.0004105724,0.0003004404,0.0001833297,0.001298211,0.0004827742,0.0001979474,0.0004887594,0.0001470939,0.0001013943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003038437,"about_ca_system_score_gemma":0.002483005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8410249,"about_ca_topic_score_gemma":0.9615747,"domain_scores_codex":[0.9998314,0.00001079519,0.00001925483,0.00003933382,0.00004505084,0.00005406993],"domain_scores_gemma":[0.9993944,0.00002737619,0.0001771464,0.00001690492,0.0001812206,0.0002029445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002594824,0.00000581579,0.9976565,0.00002108819,0.0000162999,0.00007924398,0.0002941024,0.00002657345,0.0007630116,0.000007375464,0.0001418921,0.0009620956],"study_design_scores_gemma":[8.240707e-7,0.000002960283,0.9996881,0.000003150406,0.000003180263,0.00002259462,0.0001663558,0.00002535843,0.00001680449,7.475693e-7,0.00006892616,9.531168e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986238,0.0001603679,0.00001614972,0.00001236795,0.000001848892,0.00001024949,0.0007928693,0.000001954641,0.0003801797],"genre_scores_gemma":[0.9980117,0.0002370097,0.000132733,0.00002805747,0.000002283811,0.00001643051,0.0009364692,0.000001261454,0.0006340079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589751,"threshold_uncertainty_score":0.3198225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008158832097635283,"score_gpt":0.2035242229176147,"score_spread":0.1953653908199794,"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."}}