{"id":"W2106634921","doi":"10.1890/09-0848.1","title":"Linking the patterns of change in composition and function in bacterioplankton successions along environmental gradients","year":2010,"lang":"en","type":"article","venue":"Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Bacterioplankton; Ecology; Biology; Temperature gradient gel electrophoresis; Environmental gradient; Composition (language); Niche; Community structure; Relative species abundance; Habitat; Abundance (ecology); Nutrient; Phytoplankton; Paleontology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003842331,0.0001419451,0.0002480765,0.0009908514,0.0006766955,0.0007884049,0.0002477208,0.000374129,0.0005643917],"category_scores_gemma":[0.001288217,0.0001918503,0.0001387608,0.0008547743,0.0008166879,0.0003719137,0.0003783676,0.0002481068,0.00009958624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164535,"about_ca_system_score_gemma":0.001053809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2874733,"about_ca_topic_score_gemma":0.3778269,"domain_scores_codex":[0.9997955,0.00003293738,0.00001070628,0.00005707364,0.00004819259,0.00005566812],"domain_scores_gemma":[0.9993485,0.0001387243,0.0001600714,0.00003098802,0.0002318658,0.0000898272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001778273,0.00003235352,0.9255965,0.00005170166,0.00008026159,0.0001166677,0.001141891,0.001067254,0.06341182,0.0001415319,0.00008125982,0.008101033],"study_design_scores_gemma":[6.948994e-7,0.000008274347,0.9990336,0.000001379034,0.00000254874,0.00001304997,0.0001704012,0.0003958912,0.0002976198,0.00002150019,0.0000523641,0.000002643137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994015,0.00007376378,0.0001897719,0.00001961631,5.441854e-7,0.000003986488,0.00007243923,0.000003753383,0.0002346004],"genre_scores_gemma":[0.9995703,0.00003860465,0.0001595197,0.0000106829,7.462448e-7,0.000002499508,0.00008356597,0.000001486771,0.0001326503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2874733,"threshold_uncertainty_score":0.5716001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282719162510311,"score_gpt":0.222932175294241,"score_spread":0.2101049836691379,"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."}}