{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001152537,0.0000806063,0.00009705302,0.00003295668,0.0002440906,0.00001899983,0.0001206181,0.00009510796,0.0008429683],"category_scores_gemma":[0.00002338439,0.00007651758,0.00001125489,0.0001366592,0.0002182372,0.0001752493,0.0002123921,0.0001517251,0.000196485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555697,"about_ca_system_score_gemma":0.000003318997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004116775,"about_ca_topic_score_gemma":0.01800614,"domain_scores_codex":[0.9994121,0.0001272127,0.0001053662,0.0001415581,0.00003676821,0.0001769692],"domain_scores_gemma":[0.999814,0.00002145944,0.00003908965,0.00009090277,0.000004807602,0.00002979082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007046881,0.00006036231,0.9857351,0.000002888226,0.000002110053,0.000005977663,0.00008703447,0.0005678606,0.01266469,0.0001150793,0.0007188123,0.00003300108],"study_design_scores_gemma":[0.0004268322,0.0001008636,0.9968305,0.000002522073,0.000004368486,0.000009416365,0.00002629131,0.0004416855,0.001312152,0.0006869319,0.00006892598,0.00008947873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988525,0.000004144886,0.000042297,0.00008308339,0.00003446706,0.00007984514,0.000005986169,0.00002795009,0.0008697516],"genre_scores_gemma":[0.9995715,0.000003074974,0.0001612322,0.00008073761,0.0000141082,9.28049e-7,0.00009111407,0.000003721578,0.00007359668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388937,"threshold_uncertainty_score":0.9999127,"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."}}