{"id":"W6968595106","doi":"10.5281/zenodo.6169931","title":"Chironomus","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chironomus; Chironomidae; Trophic level; Eutrophication; Trophic state index; Drainage basin; Larva","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00006708796,0.000306161,0.0001344709,0.0009767058,0.000793801,0.0004055667,0.00020119,0.0001175903,0.00586605],"category_scores_gemma":[0.0003166808,0.0001299567,0.00008859298,0.000956104,0.000168921,0.0002132797,0.0005082946,0.0001440575,0.000906952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008458017,"about_ca_system_score_gemma":0.0009095329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2307683,"about_ca_topic_score_gemma":0.4849403,"domain_scores_codex":[0.999864,0.000006689145,0.000009154485,0.00002470493,0.00005469039,0.00004067009],"domain_scores_gemma":[0.9998977,0.000004465662,0.00003190456,0.000003860178,0.00003020594,0.00003181241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003019924,0.00005443077,0.58677,0.0005505797,0.00007753418,0.00107668,0.004696732,0.0002048278,0.03531892,0.0008839428,0.009503596,0.3605608],"study_design_scores_gemma":[0.000006388696,0.00003573984,0.9774361,0.00003873383,0.00001346722,0.0004450753,0.0006187261,0.00006620155,0.0002676102,0.00003367487,0.02103235,0.000005906375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604678,0.003143968,0.0003192041,0.0001875894,0.00005472152,0.0001655988,0.002374884,0.00005692786,0.03322926],"genre_scores_gemma":[0.9713349,0.001963879,0.001594445,0.0001598919,0.00001523489,0.00007605183,0.002005612,0.00001229215,0.02283768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2307683,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525659194001583,"score_gpt":0.1999185884991566,"score_spread":0.1746619965591408,"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."}}