{"id":"W2545135934","doi":"10.1080/11956860.2001.11682631","title":"Changes in midge (Diptera: Chironomidae) populations of sub-arctic supratidal vernal ponds in response to goose foraging","year":2001,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Arctic Goose Joint Venture","keywords":"Chironomidae; Salt marsh; Ecology; Bay; Marsh; Vegetation (pathology); Biology; Biomass (ecology); Wetland; Geography; Larva","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001385954,0.0001534873,0.0001244783,0.0004097002,0.0003819416,0.0003389411,0.0001144392,0.00009955918,0.0006280603],"category_scores_gemma":[0.0002189317,0.0001641214,0.00009603755,0.0003023104,0.00036282,0.0001823143,0.000261904,0.0001391921,0.0001505759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006164408,"about_ca_system_score_gemma":0.0002856397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05726052,"about_ca_topic_score_gemma":0.2512737,"domain_scores_codex":[0.9999335,0.000008133195,0.000003707144,0.00001707447,0.00001816999,0.00001949326],"domain_scores_gemma":[0.9997558,0.00001786267,0.00008917078,0.000008970605,0.00005238272,0.00007574497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004687915,0.00003187674,0.9906693,0.000007203425,0.00001474074,0.00006951587,0.0005284331,0.00003193574,0.006446825,0.000007815174,0.00005013103,0.002095331],"study_design_scores_gemma":[5.879938e-7,0.00001651872,0.9996679,5.05344e-7,0.000001638052,0.00002082375,0.0001581914,0.00003497493,0.00006372955,0.000001629919,0.00003312614,5.640865e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998673,0.000008942588,0.00001627272,0.000002381289,4.021251e-7,0.000001002218,0.00003895951,0.000001054483,0.00006372232],"genre_scores_gemma":[0.9993612,0.0000387034,0.0001072518,0.00001037895,0.000001283532,0.000003384614,0.0001839376,7.612626e-7,0.0002930732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05726052,"threshold_uncertainty_score":0.1138545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450639409581221,"score_gpt":0.2407080258721887,"score_spread":0.2262016317763765,"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."}}