{"id":"W4387949689","doi":"10.1093/femsec/fiad134","title":"Novel insights in cryptic diversity of snow and glacier ice algae communities combining 18S rRNA gene and ITS2 amplicon sequencing","year":2023,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Technology Assessment international; Universität Innsbruck; University of Bristol; Austrian Science Fund; European Commission","keywords":"Biology; 18S ribosomal RNA; Arctic fox; Arctic; Ecology; Ribosomal RNA; Genetics; Gene; Lagopus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005246596,0.0006269353,0.0004269321,0.001768673,0.0003443496,0.0007764646,0.0002408435,0.0005281974,0.0006835372],"category_scores_gemma":[0.0003571362,0.0002159056,0.0004921347,0.0009731566,0.0002499977,0.0006704968,0.0005054048,0.0003147229,0.0003915116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529904,"about_ca_system_score_gemma":0.0002466008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006500615,"about_ca_topic_score_gemma":0.001698251,"domain_scores_codex":[0.9996853,0.00006371327,0.00002240175,0.0001262765,0.00005407847,0.00004822079],"domain_scores_gemma":[0.9997042,0.00005734426,0.0001080393,0.00001936027,0.00006019257,0.00005077184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001626478,0.00004763313,0.03872178,0.0002766392,0.00007153102,0.0002060271,0.0006449201,0.0001810525,0.9280671,0.0001806689,0.00006018405,0.03137992],"study_design_scores_gemma":[0.00001920269,0.0008722143,0.813013,0.0002043622,0.000340938,0.001751175,0.002569738,0.006655194,0.1537219,0.001748068,0.01903955,0.0000646574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758674,0.003536805,0.01720749,0.00009798632,0.00003517315,0.00005367492,0.001100178,0.0001247578,0.001976433],"genre_scores_gemma":[0.9307604,0.002536037,0.06175209,0.0002109261,0.00008150662,0.00008655813,0.002991951,0.00008486461,0.001495607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001768673,"threshold_uncertainty_score":0.002774656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312105885372642,"score_gpt":0.2362309710958596,"score_spread":0.2031099122421331,"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."}}