{"id":"W2156829559","doi":"10.1007/s10750-005-0977-8","title":"Larval Chironomid Community Organization in Four Tropical Rivers: Human Impacts and Longitudinal Zonation","year":2006,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chironomidae; Ecology; Chironomus; Species richness; Larva; Biology; Community structure; Environmental science; Hydrology (agriculture); Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003597325,0.0001398202,0.0001614525,0.0008965078,0.000580231,0.0004050556,0.0002030396,0.0002083317,0.001065001],"category_scores_gemma":[0.0009584611,0.0002532723,0.0002453966,0.0009953158,0.0008276689,0.0004750786,0.0006956093,0.0001628667,0.0001111676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000743332,"about_ca_system_score_gemma":0.0005580662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04408969,"about_ca_topic_score_gemma":0.1035935,"domain_scores_codex":[0.9998201,0.00005340199,0.00001736115,0.00003666819,0.00001897432,0.00005357364],"domain_scores_gemma":[0.9994367,0.0001133162,0.0002066719,0.00003531915,0.00009275862,0.00011518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110811,0.000019139,0.9957893,0.00000825563,0.00002340002,0.00005183951,0.00103204,0.00006943877,0.001030584,0.00002475809,0.00002988655,0.001810212],"study_design_scores_gemma":[0.000001173553,0.00002807134,0.9989545,0.000001427307,0.000007661451,0.00003993065,0.000825425,0.00004971492,0.00005231444,0.00000660248,0.00003139961,0.000001790511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998502,0.00001800196,0.00001153923,0.000004984649,2.305856e-7,0.000001007174,0.00004540339,5.505831e-7,0.00006807644],"genre_scores_gemma":[0.9997188,0.00003703272,0.00003554545,0.000004091637,7.530808e-7,0.000003068796,0.00006917918,4.616134e-7,0.0001309404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04408969,"threshold_uncertainty_score":0.08766609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371969279000647,"score_gpt":0.195778046913197,"score_spread":0.1820583541231906,"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."}}