{"id":"W2149207179","doi":"10.1139/f02-003","title":"Influence of eastern hemlock (<i>Tsuga canadensis</i>) forests on aquatic invertebrate assemblages in headwater streams","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Park Service; Johnson and Johnson","keywords":"Tsuga; STREAMS; Ecology; Invertebrate; Benthic zone; Environmental science; Habitat; Community structure; Western Hemlock; Biology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002610945,0.0001417391,0.0001432223,0.0004988548,0.0004812899,0.0006209183,0.0001728383,0.000123697,0.0006706403],"category_scores_gemma":[0.0006251253,0.00009554065,0.0001300435,0.0002294686,0.0004665298,0.0002728665,0.0003892729,0.0001621727,0.00008159173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006865832,"about_ca_system_score_gemma":0.0003528299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04751637,"about_ca_topic_score_gemma":0.2151136,"domain_scores_codex":[0.9998128,0.00004931123,0.00001344431,0.00004718958,0.00003211124,0.00004520092],"domain_scores_gemma":[0.9992829,0.0001110972,0.0002245688,0.0000210183,0.00009715372,0.000263287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048895,0.00007684719,0.9908529,0.000009915289,0.00004686285,0.000132489,0.0002902158,0.0001302304,0.004533913,0.00002708004,0.00007610967,0.003718629],"study_design_scores_gemma":[0.000001502096,0.00003278884,0.9994987,0.000001919415,0.000005570843,0.00002988233,0.0002011409,0.00009107631,0.00007408767,0.000008575551,0.00005363401,0.000001088847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99977,0.00002568074,0.000007621447,0.000004567544,4.671e-7,8.451534e-7,0.00002786457,8.366903e-7,0.0001620366],"genre_scores_gemma":[0.9997827,0.00002848062,0.00002874611,0.00001037438,0.000001495726,0.000001850549,0.00007686051,7.863092e-7,0.00006870586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9524837,"threshold_uncertainty_score":0.09447962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765843929654342,"score_gpt":0.190106659073497,"score_spread":0.1724482197769536,"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."}}