{"id":"W4251903201","doi":"10.11646/3891","title":"&lt;p class=\"HeadingRunIn\"&gt;&lt;strong&gt;Using various lines of evidence to identify &lt;em&gt;Chironomus&lt;/em&gt; species (Diptera: Chironomidae) in eastern Canadian lakes&lt;/strong&gt;&lt;/p&gt;","year":2013,"lang":"en","type":"article","venue":"Zootaxa","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Chironomidae; Biology; Chironomus; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002500942,0.0003771109,0.0001636856,0.0009552548,0.001160833,0.0007755266,0.0005518237,0.0003137439,0.1624127],"category_scores_gemma":[0.0007139174,0.0001655972,0.0002107237,0.0007451895,0.0006958877,0.0005903696,0.0006053209,0.000471425,0.02839113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481188,"about_ca_system_score_gemma":0.001622364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1870964,"about_ca_topic_score_gemma":0.4876129,"domain_scores_codex":[0.9997917,0.00001010508,0.000007400045,0.00003405105,0.00007654037,0.00008032922],"domain_scores_gemma":[0.999201,0.00009205077,0.00008388187,0.00008436709,0.0003418034,0.000196911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006138316,0.0001309997,0.1075739,0.0004802755,0.0000385848,0.001035698,0.0009074115,0.0003153805,0.01967353,0.003305102,0.5392748,0.3266505],"study_design_scores_gemma":[0.00004629018,0.00008975375,0.2853836,0.0001052221,0.00002932852,0.000370673,0.000894261,0.000695247,0.008644995,0.000653895,0.7030491,0.00003765221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.182037,0.0003869396,0.007472782,0.002895006,0.0009138754,0.0004638646,0.02869604,0.005669744,0.7714647],"genre_scores_gemma":[0.3951469,0.0006334463,0.009614197,0.001685077,0.0001984672,0.0001760244,0.02166308,0.003023459,0.5678594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8129036,"threshold_uncertainty_score":0.5433246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326224476703853,"score_gpt":0.2380688525139038,"score_spread":0.2048066077468653,"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."}}