{"id":"W2141055527","doi":"10.1007/s13157-013-0476-z","title":"Beaver-Created Habitat Heterogeneity Influences Aquatic Invertebrate Assemblages in Boreal Canada","year":2013,"lang":"en","type":"article","venue":"Wetlands","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ecology; Wetland; Species richness; Habitat; Biodiversity; Beaver; Invertebrate; Abundance (ecology); Biology; Boreal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008629173,0.0001054484,0.0001402685,0.00002209105,0.0001410647,0.00001676644,0.0001680891,0.00005689983,0.0002741871],"category_scores_gemma":[0.0000320634,0.00008449372,0.00001942315,0.0001527511,0.0001412116,0.0001679562,0.0001476936,0.00007564019,0.0003022451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471935,"about_ca_system_score_gemma":0.00002404977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7660577,"about_ca_topic_score_gemma":0.9884984,"domain_scores_codex":[0.9992308,0.00005129646,0.0001215376,0.0001966549,0.0001456922,0.0002540174],"domain_scores_gemma":[0.9997324,0.0000522345,0.00003860929,0.0001041628,0.000004512964,0.00006804067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003237609,0.00001882649,0.9788408,0.000002354042,0.00001142694,0.00001443205,0.00007889327,0.00003038509,0.0002245841,0.0000013949,0.0205285,0.000245209],"study_design_scores_gemma":[0.0002204604,0.00003794114,0.9977177,0.000003900321,0.000006829865,0.000001548331,0.0001338105,0.0005987231,0.0006128576,0.00008820237,0.0004642133,0.0001138429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932048,0.00001598603,9.425723e-7,0.0008448825,0.00007451146,0.0001126976,0.000005122184,0.00001606758,0.00572494],"genre_scores_gemma":[0.9988055,0.00001877268,0.00003801416,0.0008555564,0.000007827511,0.00001218577,0.00001238829,0.000002401731,0.0002473924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2224408,"threshold_uncertainty_score":0.3884851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009509733863922008,"score_gpt":0.1993513489776371,"score_spread":0.1898416151137151,"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."}}