{"id":"W1973453770","doi":"10.4236/jep.2012.312181","title":"Prokaryotic Horizontal Gene Transfer in Freshwater Lakes: Implications of Dynamic Biogeochemical Zonation","year":2012,"lang":"en","type":"article","venue":"Journal of Environmental Protection","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Biogeochemical cycle; Horizontal gene transfer; Freshwater ecosystem; Ecology; Biology; Ecosystem; Gene; Phylogenetics; Genetics","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":[0.0003076853,0.0001712938,0.0003231073,0.0005663365,0.0002948323,0.0007539428,0.0001730842,0.0003547905,0.0003751871],"category_scores_gemma":[0.0003775012,0.0001102698,0.0001856537,0.0008833479,0.0003822926,0.0006686246,0.0004472024,0.0002068928,0.00005992455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546564,"about_ca_system_score_gemma":0.0005716997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354698,"about_ca_topic_score_gemma":0.004149606,"domain_scores_codex":[0.9998393,0.00003022221,0.00001894818,0.00003759874,0.00004235846,0.00003163895],"domain_scores_gemma":[0.9998134,0.00007496787,0.00006200253,0.000005807685,0.00002652983,0.00001736858],"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":[0.0003602669,0.00005755724,0.0999997,0.007846817,0.0002821688,0.002925718,0.003240536,0.004222861,0.4967104,0.01012243,0.0007815883,0.37345],"study_design_scores_gemma":[0.00003152677,0.0009924805,0.7662925,0.001396645,0.0005078491,0.004180067,0.00454063,0.005552091,0.1165164,0.01769239,0.08214041,0.0001570003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.673904,0.312955,0.005686823,0.001575542,0.00005351546,0.00002597254,0.000264946,0.00005105313,0.005483185],"genre_scores_gemma":[0.8709092,0.124665,0.003227131,0.0001721375,0.00006716399,0.00001348693,0.0001228909,0.000005483336,0.0008175864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002354698,"threshold_uncertainty_score":0.004681945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009517709177903148,"score_gpt":0.2109450456027931,"score_spread":0.20142733642489,"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."}}