{"id":"W2405390571","doi":"10.2298/abs150521123p","title":"The relation between chironomid (Diptera: Chironomidae) assemblages and environmental variables: The Kolubara River case study","year":2015,"lang":"en","type":"article","venue":"Archives of Biological Sciences","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja","keywords":"Chironomidae; Benthic zone; Ecology; Sediment; Canonical correspondence analysis; Environmental science; River ecosystem; Pollutant; Ecosystem; Habitat; Biology; Larva","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003436291,0.0004260279,0.0004806804,0.001720036,0.001306624,0.0007464376,0.0004111083,0.00055915,0.0005903927],"category_scores_gemma":[0.0007576043,0.0002826015,0.0004390142,0.00144104,0.0007558265,0.0004006487,0.0008377667,0.000356079,0.0001213665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021279,"about_ca_system_score_gemma":0.0005848071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02977359,"about_ca_topic_score_gemma":0.06493229,"domain_scores_codex":[0.9995758,0.0001109366,0.00005149537,0.00009284746,0.00004659594,0.000122321],"domain_scores_gemma":[0.9994369,0.0001461407,0.0001628007,0.00005072081,0.00008006993,0.00012343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007308796,0.000139693,0.9894859,0.00002808568,0.00005125097,0.003960595,0.001430862,0.0002018739,0.001198728,0.00007359737,0.00006335916,0.003293028],"study_design_scores_gemma":[0.000007286616,0.0002184126,0.9927729,0.00001498151,0.00005784064,0.002344757,0.00328476,0.0006575988,0.0003477201,0.00005521387,0.0002178858,0.00002075239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996941,0.00004026525,0.00006573564,0.000009400748,5.928342e-7,0.000004279901,0.00002908598,9.928076e-7,0.0001555261],"genre_scores_gemma":[0.9995622,0.0000740574,0.0001626229,0.000005828834,0.000002516882,0.000007652219,0.00007799309,9.062685e-7,0.0001062308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02977359,"threshold_uncertainty_score":0.05920058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128900866912186,"score_gpt":0.2313225327156264,"score_spread":0.1900335240465046,"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."}}