{"id":"W3197103423","doi":"10.1128/msystems.00852-21","title":"Cryomicrobial Ecology: Still Much To Learn about Life Left Out in the Cold","year":2021,"lang":"en","type":"article","venue":"mSystems","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Canadian Institute for Advanced Research","keywords":"Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001779741,0.0005152502,0.001459134,0.001218248,0.001678599,0.004993788,0.001135266,0.003053915,0.006796956],"category_scores_gemma":[0.001930312,0.0002968195,0.0004860656,0.001791695,0.005603765,0.01328735,0.00226374,0.004193557,0.001719106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647902,"about_ca_system_score_gemma":0.002158548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007590003,"about_ca_topic_score_gemma":0.01037738,"domain_scores_codex":[0.9993476,0.0001561953,0.00003042546,0.0001492142,0.0001647369,0.0001518186],"domain_scores_gemma":[0.9969373,0.001168817,0.0002722187,0.0003432579,0.0006324686,0.0006458855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003092871,0.000119037,0.03058725,0.008693254,0.0002299231,0.0004170929,0.007183547,0.001133471,0.02523764,0.02860881,0.06301238,0.8344684],"study_design_scores_gemma":[0.00001384148,0.000301332,0.08842473,0.005339453,0.0001352311,0.001130033,0.02708392,0.0009292476,0.005230571,0.1113641,0.7598551,0.0001924039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03701561,0.8450602,0.004993465,0.1018889,0.00233999,0.00001468703,0.0005893326,0.0001560242,0.007941845],"genre_scores_gemma":[0.2294736,0.7173285,0.00421773,0.0352773,0.00713604,0.00003923572,0.0005829778,0.0001133792,0.005831182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007590003,"threshold_uncertainty_score":0.0227381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745826975077041,"score_gpt":0.2298885394535351,"score_spread":0.2024302697027647,"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."}}