{"id":"W7098094576","doi":"","title":"ARTICLE Beaver-Created Habitat Heterogeneity Influences Aquatic Invertebrate Assemblages in Boreal Canada","year":2012,"lang":"en","type":"article","venue":"","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Habitat; Invertebrate; Beaver; Species richness; Abundance (ecology); Waterfowl; Boreal; Aquatic ecosystem","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":[0.0002245364,0.0001572114,0.0001808539,0.0008828431,0.001965953,0.0009148921,0.0004109445,0.0001492691,0.001761188],"category_scores_gemma":[0.0009168281,0.0001211635,0.0001744274,0.0009582036,0.0006653024,0.000244162,0.0006540085,0.0002376083,0.00007499498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006960542,"about_ca_system_score_gemma":0.00662653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9656842,"about_ca_topic_score_gemma":0.9944009,"domain_scores_codex":[0.9997181,0.00002857212,0.000008277063,0.00005896047,0.00007206984,0.0001140421],"domain_scores_gemma":[0.9990228,0.00006803431,0.0001844878,0.00002733352,0.0002801831,0.0004170366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005832461,0.00003404609,0.9908844,0.00001950162,0.00004890253,0.0001458639,0.001082375,0.0001625086,0.002021045,0.00008318172,0.0006755306,0.004784377],"study_design_scores_gemma":[0.000001285338,0.000006389296,0.9982798,0.00000560049,0.000006260144,0.00002557386,0.001071724,0.0001125571,0.00003890748,0.00001141224,0.0004372532,0.000003339418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998607,0.00006500314,0.00003802231,0.00003714804,0.000002583377,0.000005092416,0.0002242036,0.000004318601,0.00101659],"genre_scores_gemma":[0.9994199,0.00005956623,0.00008055738,0.00002045991,0.000001027495,0.000002714863,0.0001420176,0.000002297597,0.0002713874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03431582,"threshold_uncertainty_score":0.06903577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420574132844256,"score_gpt":0.2165098138374226,"score_spread":0.2023040725089801,"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."}}