{"id":"W6902062762","doi":"10.6084/m9.figshare.16655550.v1","title":"Additional file 5 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; Sampling (signal processing); Freshwater ecosystem; Abundance (ecology); Ecosystem; Lake ecosystem; Hydrology (agriculture)","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":[0.00137886,0.00111815,0.001243992,0.002696758,0.001025773,0.001802354,0.002116485,0.001159907,0.8753502],"category_scores_gemma":[0.0164383,0.000563836,0.001027196,0.005092387,0.0002798658,0.002026834,0.00137106,0.0008401794,0.1565531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108968,"about_ca_system_score_gemma":0.001884837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01949116,"about_ca_topic_score_gemma":0.03203692,"domain_scores_codex":[0.9993113,0.00009650987,0.0001220388,0.0001893912,0.0001539508,0.0001268698],"domain_scores_gemma":[0.9879659,0.008368049,0.0006742901,0.0007593928,0.001843574,0.000388864],"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":[0.0001973711,0.00008656121,0.004038061,0.003267272,0.00006335406,0.00008151535,0.0001093689,0.0007398732,0.0002113248,0.0006179102,0.9838389,0.006748389],"study_design_scores_gemma":[0.004190878,0.0002514547,0.07850368,0.004101223,0.0002655241,0.0004441736,0.001035816,0.003394853,0.001229096,0.009403545,0.8969523,0.0002274961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001268948,0.000006807081,0.0001112667,0.00003085206,0.00001208366,0.00002284576,0.9991875,0.0001705442,0.000331175],"genre_scores_gemma":[0.00663721,0.00006643098,0.002593235,0.000219479,0.00004676763,0.0007805913,0.9838945,0.0006312553,0.005130443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8753502,"threshold_uncertainty_score":0.1777977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575954434011343,"score_gpt":0.2099121948910718,"score_spread":0.1941526505509584,"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."}}