{"id":"W2012006608","doi":"10.3390/biology2020533","title":"Microbial Competition in Polar Soils: A Review of an Understudied but Potentially Important Control on Productivity","year":2013,"lang":"en","type":"review","venue":"Biology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Competition (biology); Biogeochemical cycle; Productivity; Ecology; Nutrient; Ecosystem; Soil water; Soil nutrients; Nutrient cycle","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001111634,0.0002639875,0.001463099,0.00009801581,0.00004930931,0.000005415396,0.0003795089,0.0002810547,0.001181792],"category_scores_gemma":[0.0002935131,0.0001948373,0.0002027987,0.0001807934,0.000392275,0.00006791299,0.0001638729,0.0003744306,0.0004697087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981352,"about_ca_system_score_gemma":0.0001200228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380052,"about_ca_topic_score_gemma":0.001607411,"domain_scores_codex":[0.9970012,0.001168984,0.0006610189,0.0005676933,0.0001113037,0.0004897611],"domain_scores_gemma":[0.998966,0.0001006695,0.0004165669,0.0004016299,0.00001155351,0.0001035931],"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":[0.00005838392,0.0008817627,0.0008161147,0.02020985,0.0001631364,0.00004236631,0.00001212763,6.020861e-7,0.001204047,0.0003865989,0.001299464,0.9749256],"study_design_scores_gemma":[0.0005942979,0.001144556,0.00109144,0.007402291,0.0001467356,0.00007221069,0.000004705666,0.000003728708,0.00001159456,0.0002422202,0.9888919,0.0003943212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001046349,0.9960067,0.00001452036,0.0002055567,0.0001688543,0.001902846,0.0001813863,0.00001277153,0.0004609907],"genre_scores_gemma":[0.0008226878,0.9983805,0.00007834302,0.000218653,0.00007696697,0.0001250694,0.0002351472,0.00001678254,0.00004579776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875925,"threshold_uncertainty_score":0.9997312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899794323648648,"score_gpt":0.3190270595577867,"score_spread":0.2800291163213002,"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."}}