{"id":"W6958196495","doi":"10.6084/m9.figshare.16655526","title":"Additional file 13 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":"Shore; Table (database); Freshwater ecosystem; Ecosystem; Biodiversity; Lake ecosystem","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":[0.001498756,0.001292087,0.00145119,0.002971244,0.001198773,0.002181048,0.002482256,0.001378151,0.8784979],"category_scores_gemma":[0.02066352,0.0006773753,0.001130173,0.00605192,0.0003198829,0.002224379,0.001557354,0.001010196,0.1802687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264924,"about_ca_system_score_gemma":0.002236029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01963935,"about_ca_topic_score_gemma":0.03163691,"domain_scores_codex":[0.9992096,0.000104999,0.0001453666,0.0002089648,0.0001887684,0.0001422749],"domain_scores_gemma":[0.9860711,0.009571177,0.0007936934,0.0008896229,0.00219723,0.0004771857],"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":[0.0002113082,0.00007860479,0.002925317,0.002728344,0.000064634,0.00007326346,0.00008635123,0.0005090318,0.0001705131,0.0005573442,0.9869261,0.005669258],"study_design_scores_gemma":[0.005541474,0.0002397692,0.0666738,0.004649883,0.0002997404,0.0004631512,0.001060742,0.002873622,0.001219329,0.01282843,0.9038908,0.0002591829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001076315,0.000007037161,0.0001033593,0.00003497107,0.0000138728,0.00002086765,0.999181,0.0001992475,0.0003319257],"genre_scores_gemma":[0.005085773,0.00006709649,0.002344255,0.0002223757,0.00005243906,0.0007604268,0.986408,0.0006977483,0.004361894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9803606,"threshold_uncertainty_score":0.173308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587249238044252,"score_gpt":0.2106097433947338,"score_spread":0.1947372510142913,"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."}}