{"id":"W2148996864","doi":"10.1007/s00248-006-9070-8","title":"Molecular Diversity of nifH Genes from Bacteria Associated with High Arctic Dwarf Shrubs","year":2006,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of Northern British Columbia","keywords":"Biology; Botany; Restriction fragment length polymorphism; Mesorhizobium; Paenibacillus; Nitrogen fixation; Ecology; Rhizobia; Genotype; Genetics; Bacteria; Gene; 16S ribosomal RNA","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":[0.0001538935,0.0002310782,0.0003159236,0.0009431487,0.0004671196,0.0004750865,0.0001380811,0.0002935729,0.0005908098],"category_scores_gemma":[0.000311611,0.0001519653,0.000198739,0.0005417929,0.000292045,0.0001753124,0.0002181931,0.0002736173,0.0001782596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291801,"about_ca_system_score_gemma":0.000272455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00691587,"about_ca_topic_score_gemma":0.009739875,"domain_scores_codex":[0.9998713,0.00001165043,0.000006512067,0.00004462702,0.00002528345,0.00004059703],"domain_scores_gemma":[0.9996112,0.0000852404,0.00006864409,0.00001981378,0.00007679113,0.00013837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005116356,0.00003892649,0.07262789,0.00004587213,0.00005493893,0.00008102244,0.0006033079,0.0001089621,0.9219531,0.0001049542,0.00004624355,0.003823155],"study_design_scores_gemma":[0.000006033929,0.0001181137,0.9796704,0.000006955543,0.00003958709,0.000317074,0.0004645033,0.0003554849,0.01829898,0.00006490366,0.00065075,0.000007290014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999244,0.00009585067,0.0001167662,0.000006767456,0.000002178479,0.000002193895,0.000314371,0.000002374719,0.0002156593],"genre_scores_gemma":[0.9976278,0.0001068054,0.0004277585,0.00002685877,0.000007828598,0.000006669031,0.001092941,0.000004386648,0.0006988951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00691587,"threshold_uncertainty_score":0.01375121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005014729830029783,"score_gpt":0.16865871360427,"score_spread":0.1636439837742402,"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."}}