{"id":"W7113627116","doi":"","title":"The Interconnectedness of Bacterial Communities in Cryoconite Holes and Nearby Soils on Canada Glacier in the Taylor Valley, Antarctica","year":2024,"lang":"","type":"other","venue":"CU Scholar (University of Colorado Boulder)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glacier; Soil water; Biological dispersal; Glacial period; Ecosystem; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00366247,0.001009109,0.001649904,0.001456427,0.0009785084,0.0005871423,0.003458722,0.0008563091,0.00190965],"category_scores_gemma":[0.0003473892,0.0009117601,0.0003130086,0.001973114,0.005426187,0.00078473,0.001392699,0.004733382,0.0001676222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090124,"about_ca_system_score_gemma":0.002144825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5498665,"about_ca_topic_score_gemma":0.9626456,"domain_scores_codex":[0.991537,0.004439075,0.0008748493,0.0008417196,0.001246037,0.001061365],"domain_scores_gemma":[0.9947123,0.0017926,0.001044133,0.001817958,0.0003959617,0.0002370292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04536075,0.006868111,0.02495917,0.01292299,0.009840853,0.006186919,0.610274,0.0004571208,0.009334003,0.05023021,0.1974294,0.0261365],"study_design_scores_gemma":[0.005425106,0.0008707596,0.0244945,0.004510884,0.0006990636,0.0000572093,0.3853205,0.0006035605,0.00005288528,0.000696931,0.5760093,0.001259315],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745812,0.00351648,0.00000593734,0.002042746,0.001058256,0.002050809,0.001737862,0.00004019928,0.01496656],"genre_scores_gemma":[0.991034,0.001850762,0.00008376874,0.0001696063,0.00009774356,0.000005347781,0.0001521816,0.0003689906,0.006237566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4127791,"threshold_uncertainty_score":0.9993333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646229899096079,"score_gpt":0.2248822004929125,"score_spread":0.2084199015019517,"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."}}