{"id":"W7143755984","doi":"10.20575/00000026","title":"Soil Microbial Composition and Diversity in the Low Arctic Tundra of Salluit","year":2021,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Arctic; Arctic ecology; Vegetation (pathology); Microbial population biology; Arctic vegetation; Diversity (politics)","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":[],"consensus_categories":[],"category_scores_codex":[0.000183024,0.00009209727,0.0001219613,0.00004091954,0.0004502664,0.00007199607,0.0001393814,0.00004181372,0.0002926296],"category_scores_gemma":[0.00004965351,0.00007422119,0.00003489818,0.0001965718,0.0002789116,0.0003922956,0.00009465178,0.0001252398,0.00001458013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001348663,"about_ca_system_score_gemma":0.0001132323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01294918,"about_ca_topic_score_gemma":0.02886155,"domain_scores_codex":[0.9991171,0.00008093658,0.0001802639,0.0001983887,0.0002793882,0.0001438816],"domain_scores_gemma":[0.9994502,0.0001807182,0.00005583582,0.0001809002,0.00008598067,0.00004633072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001333375,0.0001070958,0.9739575,0.0001840941,0.00002289287,0.0005886016,0.001434281,0.0002736143,0.01978146,0.002428639,0.0007891903,0.0002992311],"study_design_scores_gemma":[0.0006150984,0.00005389775,0.9842465,0.0002826907,0.00004166368,0.0009120657,0.0007951926,0.0003201849,0.006379828,0.000268359,0.005864415,0.0002201013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928799,0.0006406194,0.00003038394,0.0005145362,0.0006805522,0.00007833435,0.004027322,0.000007535654,0.00114082],"genre_scores_gemma":[0.9925681,0.0001924544,0.00009990235,0.0003081177,0.0002135923,7.047154e-7,0.006597036,0.000001172987,0.00001890361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591238,"threshold_uncertainty_score":0.9936237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473256322729514,"score_gpt":0.2335454845384043,"score_spread":0.1988129213111092,"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."}}