{"id":"W1947769094","doi":"10.1139/f2012-022","title":"Extreme streams: flow intermittency as a control on diatom communities in meltwater streams in the McMurdo Dry Valleys, Antarctica<sup>1</sup>This article is derived from a special session entitled “A New Hydrology: Inflow Effects on Ecosystem Form and Functioning” that took place at the February 2011 ASLO Aquatic Sciences conference in San Juan, Puerto Rico.","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"STREAMS; Species richness; Ecology; Diatom; Environmental science; Habitat; Biota; Species evenness; Perennial stream; Biodiversity; Species diversity; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002539668,0.0002145255,0.0003790285,0.0003066247,0.0006509652,0.0007064698,0.0005820281,0.00007756658,0.001812149],"category_scores_gemma":[0.000289727,0.0001193926,0.00004922521,0.0002844434,0.0008994629,0.0009425465,0.00007005176,0.0003096504,0.0000306002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602761,"about_ca_system_score_gemma":0.0006968118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.108572,"about_ca_topic_score_gemma":0.2978149,"domain_scores_codex":[0.9974102,0.0006915771,0.0004402599,0.0002472869,0.0005567881,0.0006538708],"domain_scores_gemma":[0.9974875,0.001775053,0.0002011658,0.0001962914,0.00002367937,0.0003162587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002292753,0.00008926573,0.929509,0.00003255811,0.0000198977,0.00008810138,0.04302679,0.0001225183,0.0005427893,0.0001311871,0.00133282,0.02487581],"study_design_scores_gemma":[0.007892771,0.004911017,0.7056085,0.003596624,0.0001295038,0.0002161854,0.1341343,0.1232947,0.007277297,0.01015511,0.001633372,0.001150533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941651,0.0006987346,0.0000124165,0.003950099,0.000252372,0.0003473446,0.00001015855,0.000003490622,0.0005602937],"genre_scores_gemma":[0.9987075,0.0001237094,0.0001015637,0.0008371231,0.0001512935,0.00001636819,0.000001382331,0.000007127539,0.00005394231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239005,"threshold_uncertainty_score":0.9991003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049748197937276,"score_gpt":0.2401332966416051,"score_spread":0.2096358146622323,"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."}}