{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004600566,0.0001368128,0.000330161,0.0001798651,0.000324086,0.000007511157,0.0002650223,0.0002351522,0.0002655183],"category_scores_gemma":[0.00009392967,0.0001365588,0.00002365066,0.0002266887,0.001274532,0.0001099763,0.002089146,0.0003016171,0.000115057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594838,"about_ca_system_score_gemma":0.00002743378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298506,"about_ca_topic_score_gemma":0.01705195,"domain_scores_codex":[0.9987038,0.0002308638,0.0002224011,0.0002678829,0.00003492132,0.0005400997],"domain_scores_gemma":[0.999095,0.0005447662,0.00008866804,0.0001751366,0.00001067848,0.00008576876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002898157,0.00003557046,0.521407,0.000009644995,0.00002120999,0.00001958665,0.002422008,0.00003902157,0.4755424,0.00007732547,0.0001504883,0.0002467402],"study_design_scores_gemma":[0.001072479,0.0003574933,0.987829,0.00001117093,0.00001070025,0.0002017335,0.001325491,0.0004907033,0.007227033,0.0006580399,0.0006337549,0.0001824222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989907,0.00008147125,0.00001845855,0.0001759856,0.000124022,0.000186514,0.00002431282,0.00002498599,0.0003736112],"genre_scores_gemma":[0.9990188,0.0002283722,0.0002190192,0.0003178109,0.000008564488,0.00001032945,0.00005348568,0.000008483014,0.0001351727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4683154,"threshold_uncertainty_score":0.9515386,"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."}}