{"id":"W2346695398","doi":"10.1016/j.limno.2016.03.007","title":"Ecology of water mite assemblages in Panama – First data on water mites (Acari, Hydrachnidia) as bioindicators in the assessment of biological integrity of neotropical streams","year":2016,"lang":"en","type":"article","venue":"Limnologica","topic":"Study of Mite Species","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Organization of American States","keywords":"Bioindicator; Mite; Biomonitoring; Ecology; Species richness; Acari; Biology; Abundance (ecology); STREAMS; Invertebrate","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000419943,0.0002054748,0.000162451,0.0009618404,0.0006983941,0.0004717319,0.0001763065,0.0002554856,0.0005174926],"category_scores_gemma":[0.0005002519,0.0002315972,0.0001283138,0.000614843,0.0005686683,0.0004561811,0.000600961,0.000212824,0.00005735028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106843,"about_ca_system_score_gemma":0.0002513444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394334,"about_ca_topic_score_gemma":0.05480643,"domain_scores_codex":[0.9998324,0.00004333439,0.00001655849,0.00004961504,0.00002874356,0.00002938102],"domain_scores_gemma":[0.9995919,0.00004252354,0.0001609325,0.00002369958,0.00009291788,0.00008799905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040812,0.00004858342,0.9817688,0.00002451729,0.00004687865,0.000107381,0.001625539,0.00004590976,0.01014342,0.0000424995,0.00003995422,0.006002436],"study_design_scores_gemma":[9.056305e-7,0.00002703694,0.9994245,0.000001487242,0.000004654308,0.0000482267,0.000265739,0.00003413828,0.00009489342,0.000007831769,0.00008991109,7.963349e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999705,0.00006820685,0.00002911766,0.000008050334,8.276423e-7,0.000002966465,0.00001986006,8.892635e-7,0.0001650673],"genre_scores_gemma":[0.9995953,0.00009033423,0.000143252,0.00001090806,0.000002192997,0.000004613907,0.00006162839,5.943249e-7,0.00009130506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394334,"threshold_uncertainty_score":0.02772439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06141148450151983,"score_gpt":0.2881972770440691,"score_spread":0.2267857925425492,"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."}}