{"id":"W4386119983","doi":"10.22543/0090-0222.1718","title":"Life Cycles of <i>Leuctra Duplicata</i> and <i>Ostrocerca Prolongata</i> in an Intermittent Streamlet in Quebec (Plecoptera: Leuctridae and Nemouridae)","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Voltinism; Biology; Nymph; Incubation; Diapause; Foothills; Ecology; Zoology; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008320158,0.0005344771,0.0007531987,0.0002003618,0.0006164285,0.0002760293,0.001568388,0.0003278852,0.0005628058],"category_scores_gemma":[0.0002240307,0.0004324622,0.0001095848,0.0002049443,0.003529218,0.000964221,0.001467866,0.0003757015,0.0001184947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761004,"about_ca_system_score_gemma":0.0000647581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006640054,"about_ca_topic_score_gemma":0.4042235,"domain_scores_codex":[0.9966486,0.0003242957,0.0006572676,0.001040133,0.0003700168,0.0009597546],"domain_scores_gemma":[0.9977802,0.0001457949,0.000427846,0.001231938,0.00002773268,0.0003864715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00108614,0.0008442348,0.8467223,0.0001700529,0.0001323692,0.0006249095,0.005493202,0.000574636,0.1099803,0.002098385,0.006943913,0.02532955],"study_design_scores_gemma":[0.002403824,0.0005767873,0.9838407,0.00007997809,0.00008122794,0.0001066613,0.0001897823,0.002209959,0.003501588,0.0008902166,0.005507119,0.0006121303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928948,0.0005550937,0.00001096904,0.002844952,0.0001713704,0.0007294544,0.0001581486,0.00006374747,0.002571415],"genre_scores_gemma":[0.9973613,0.0004422907,0.0001497792,0.0004075979,0.00006341473,0.00005469611,0.00007808897,0.0000324231,0.001410432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3975835,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726294835839429,"score_gpt":0.2303053535607378,"score_spread":0.2130424052023435,"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."}}