{"id":"W4376602045","doi":"10.11646/zootaxa.5285.2.10","title":"Chironomidae (Diptera) of Shalmash Falls, West Azerbaijan, Iran, with the description of Paracricotopus davoodi sp. nov., a new Orthocladiinae","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Chironomidae; Ecology; Biology; Genus; Taxon; Biodiversity; 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":[0.0002034225,0.0004402924,0.0001512169,0.002175492,0.0007786697,0.0002233459,0.0002418906,0.0001384668,0.001115854],"category_scores_gemma":[0.0002019847,0.0001016961,0.0001227575,0.0009553786,0.0003545311,0.0002817554,0.0003408077,0.0001917748,0.000220167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919659,"about_ca_system_score_gemma":0.0008129175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02267311,"about_ca_topic_score_gemma":0.05113113,"domain_scores_codex":[0.9998666,0.00001530084,0.00001631268,0.00002707538,0.00005129945,0.00002345066],"domain_scores_gemma":[0.9999009,0.000009428392,0.00004234105,0.000006612404,0.00002647003,0.00001419227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001384662,0.0001100738,0.6491811,0.0004805869,0.0000766468,0.001356128,0.003419055,0.0003490832,0.01619629,0.0003828717,0.002168317,0.3261414],"study_design_scores_gemma":[0.000007067716,0.00007206169,0.9878424,0.00005554059,0.00002520532,0.001428716,0.00120441,0.0001418813,0.0003036376,0.00009002481,0.008821192,0.000007717878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850139,0.006566404,0.0004435501,0.0001645312,0.00007644463,0.0000714457,0.0005384749,0.0000389558,0.007086389],"genre_scores_gemma":[0.9948895,0.002047662,0.001501775,0.0001122313,0.0000491876,0.00002146635,0.0005981052,0.000002483332,0.0007774037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02267311,"threshold_uncertainty_score":0.04508227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754058438988204,"score_gpt":0.2256728705272794,"score_spread":0.1981322861373973,"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."}}