{"id":"W6958893723","doi":"10.6084/m9.figshare.16655556.v1","title":"Additional file 7 of Spatio-temporal dynamics of bacterial communities in the shoreline of Laurentian great Lake Erie and Lake St. Clair’s large freshwater ecosystems","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Sampling (signal processing); Shore; Precipitation; Freshwater ecosystem; Hydrology (agriculture); Lake ecosystem; Ecosystem; Standard deviation; Air temperature","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001404883,0.001260809,0.001299975,0.00278545,0.0009856161,0.001997723,0.002336948,0.001262686,0.8617892],"category_scores_gemma":[0.01545629,0.0006098525,0.001150563,0.004587342,0.0003050533,0.002214753,0.001487497,0.0009007475,0.169354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117355,"about_ca_system_score_gemma":0.001942533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01589533,"about_ca_topic_score_gemma":0.028865,"domain_scores_codex":[0.9992955,0.00008850209,0.0001278938,0.000185043,0.0001629124,0.0001400287],"domain_scores_gemma":[0.9884225,0.007835808,0.0006720425,0.000779374,0.001848711,0.0004415397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001724796,0.00008591486,0.003755399,0.003034498,0.00006224556,0.00008406073,0.0001058569,0.0005490044,0.0002504125,0.0004891607,0.98564,0.005770873],"study_design_scores_gemma":[0.004688901,0.0002528459,0.09780458,0.004419538,0.0002400033,0.0004978421,0.001073168,0.003817954,0.001540053,0.009157657,0.8762449,0.0002625867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001475369,0.000006796464,0.0001065101,0.00003433863,0.00001538033,0.00002343972,0.9991183,0.0002362986,0.0003114579],"genre_scores_gemma":[0.006304418,0.00006199173,0.00296835,0.0002212373,0.00005567119,0.0007945534,0.9838858,0.000818505,0.004889529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9841047,"threshold_uncertainty_score":0.1971408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577944701436274,"score_gpt":0.2099658325875104,"score_spread":0.1941863855731476,"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."}}