{"id":"W4392446335","doi":"10.11646/zootaxa.5419.2.4","title":"Parachaetocladius lenferringtoni (Diptera: Chironomidae), a new orthoclad from North America, with keys to adult males and pupae of the Nearctic Parachaetocladius (Wülker, 1959)","year":2024,"lang":"en","type":"article","venue":"Zootaxa","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Oulun Yliopisto; University of Minnesota","keywords":"Nearctic ecozone; Pupa; Chironomidae; Biology; Larva; Ecology; Habitat; Zoology; Taxonomy (biology); STREAMS","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00009731202,0.0007328434,0.0002128435,0.002106176,0.001342357,0.0004985565,0.000449081,0.0002850719,0.002494528],"category_scores_gemma":[0.0002040616,0.0002151477,0.000123359,0.0008849474,0.0005363812,0.0008531205,0.0008583332,0.0004992447,0.0008995005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273551,"about_ca_system_score_gemma":0.0006161307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218242,"about_ca_topic_score_gemma":0.06337439,"domain_scores_codex":[0.9998918,0.000006273972,0.00001128442,0.00003510592,0.0000363448,0.00001912858],"domain_scores_gemma":[0.9998078,0.00001791637,0.00007066402,0.00001196845,0.00004113891,0.00005054443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002299441,0.0001958603,0.5206604,0.0006507555,0.00004626743,0.003355393,0.002665936,0.0003483486,0.05133279,0.000507388,0.002767063,0.4172398],"study_design_scores_gemma":[0.00001957578,0.0003922283,0.907715,0.0003205884,0.00006050399,0.01103743,0.003012796,0.0009283926,0.003203457,0.0003517217,0.07291789,0.00004038029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963682,0.006913182,0.00346496,0.000287761,0.0001814145,0.0002513364,0.0008570824,0.0001507986,0.02421153],"genre_scores_gemma":[0.9772558,0.00582809,0.009081961,0.0004093293,0.0001084031,0.0001484979,0.001868255,0.00001887645,0.005280732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218242,"threshold_uncertainty_score":0.02422303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00756811444168839,"score_gpt":0.1850465636557887,"score_spread":0.1774784492141003,"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."}}