{"id":"W1996793484","doi":"10.1007/s10933-014-9814-2","title":"Midge (Diptera: Chironomidae and Ceratopogonidae) emergence responses to temperature: experiments to assess midges’ capacity as paleotemperature indicators","year":2014,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of British Columbia; Churchill Northern Studies Centre","keywords":"Midge; Profundal zone; Chironomidae; Subfossil; Ceratopogonidae; Littoral zone; Ecology; Fauna; Biology; Holocene; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000569668,0.0002786822,0.0004787842,0.0003294063,0.0002814849,0.00006834839,0.0005846344,0.0003029395,0.0017651],"category_scores_gemma":[0.0002498283,0.0002456488,0.00009428792,0.0003666461,0.0002916532,0.0002977253,0.0003893168,0.0004823072,0.0005476621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096778,"about_ca_system_score_gemma":0.000033614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007407469,"about_ca_topic_score_gemma":0.0004507192,"domain_scores_codex":[0.9979007,0.0003821288,0.000470978,0.000433772,0.0002777466,0.0005346476],"domain_scores_gemma":[0.9987735,0.00009191295,0.0002245078,0.0002896558,0.00003739612,0.0005829961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000522058,0.0001656649,0.7153661,0.00001324552,0.00007827699,0.00009633388,0.003419356,0.0002232428,0.2649444,0.000224355,0.01423327,0.0007136387],"study_design_scores_gemma":[0.0009445429,0.001894199,0.8963276,0.00002806681,0.00004023468,0.0003677853,0.000498606,0.00002176127,0.06347556,0.0002406312,0.03572992,0.0004311211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947442,0.00009845988,0.0000702127,0.003042812,0.0009017048,0.0001972662,0.00001158133,0.00001735848,0.0009164321],"genre_scores_gemma":[0.9924552,0.00004352427,0.001846881,0.005001753,0.000151744,0.000007274933,0.000001954767,0.00001525406,0.0004763565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2014689,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849686906151173,"score_gpt":0.2440437972981853,"score_spread":0.2255469282366736,"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."}}