{"id":"W2783980547","doi":"10.5324/cjcr.v0i30.2415","title":"New range extensions for the Canadian Chironomidae fauna from two urban streams","year":2017,"lang":"en","type":"article","venue":"CHIRONOMUS Journal of Chironomidae Research","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Chironomidae; Fauna; STREAMS; Range (aeronautics); Geography; Ecology; Archaeology; Biology; Larva","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00193877,0.0002868405,0.0004727714,0.0002254294,0.00434395,0.0006253027,0.003026071,0.0001840291,0.006402173],"category_scores_gemma":[0.0003355732,0.0002151192,0.0003660266,0.00009951145,0.001229139,0.0007964732,0.0007498229,0.0009321304,0.0008874373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073026,"about_ca_system_score_gemma":0.0006534935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3343568,"about_ca_topic_score_gemma":0.6068463,"domain_scores_codex":[0.9972001,0.0001759755,0.0005379796,0.000469413,0.0004759859,0.00114054],"domain_scores_gemma":[0.9967031,0.0005271646,0.0004494363,0.001160139,0.00007463741,0.001085461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007956364,0.0001452332,0.5917225,0.00001078569,0.0003989434,0.00008745669,0.002510735,0.004130867,0.0007686972,0.0007875109,0.2798739,0.1187677],"study_design_scores_gemma":[0.003520603,0.0003786137,0.7642579,0.00003242288,0.0001077937,0.00002707972,0.0004084747,0.002661666,0.0008214372,0.005036842,0.2223612,0.0003859481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776191,0.00063716,0.0003685899,0.009408345,0.001104168,0.0007300602,0.0001066528,0.00001070992,0.01001518],"genre_scores_gemma":[0.9938305,0.0001172549,0.001860846,0.0002314603,0.001378,0.00001182861,0.00001429194,0.00003907943,0.00251676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2724895,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08318768396151408,"score_gpt":0.3310183558197338,"score_spread":0.2478306718582197,"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."}}