{"id":"W2006171193","doi":"10.1016/j.cub.2008.05.029","title":"Microbial Evolution: Stalking the Wild Bacterial Species","year":2008,"lang":"en","type":"article","venue":"Current Biology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Stalking; Evolutionary biology; Ecology; Zoology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002081002,0.0003319492,0.0006196514,0.0007740607,0.001552879,0.002790673,0.001156558,0.002171905,0.002958496],"category_scores_gemma":[0.003127013,0.0002717097,0.0003717002,0.0006564189,0.003893833,0.005013763,0.001967218,0.001825835,0.0009366004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190835,"about_ca_system_score_gemma":0.000708782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671281,"about_ca_topic_score_gemma":0.002989891,"domain_scores_codex":[0.9993495,0.0001781676,0.00002268056,0.0002135207,0.0001176048,0.0001185431],"domain_scores_gemma":[0.9986324,0.00033865,0.000132674,0.0003401116,0.0002611514,0.0002950332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008831017,0.0002807577,0.1055789,0.001019779,0.0004343789,0.00134332,0.005079172,0.007152412,0.2832546,0.215751,0.005263652,0.373959],"study_design_scores_gemma":[0.0001542528,0.001882216,0.2173989,0.0007114072,0.0003556704,0.00671376,0.01850583,0.03586848,0.03776907,0.455849,0.2243893,0.0004021523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332232,0.01236434,0.02804269,0.008764287,0.0002823531,0.00002782763,0.0001329906,0.000166799,0.01699545],"genre_scores_gemma":[0.9809817,0.003537402,0.009476036,0.002211161,0.0001164031,0.00001265425,0.00009570069,0.00006369309,0.003505316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002958496,"threshold_uncertainty_score":0.01100552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256759775341508,"score_gpt":0.2426836882813681,"score_spread":0.210116090527953,"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."}}