{"id":"W6976876371","doi":"10.6084/m9.figshare.16655529","title":"Additional file 14 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; Lake ecosystem; Biodiversity; Taxon","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":[0.001418151,0.001288522,0.001486343,0.002930434,0.001140593,0.002092857,0.002503906,0.001345648,0.8674152],"category_scores_gemma":[0.01948562,0.0006561992,0.001113632,0.006033826,0.0003192127,0.002176954,0.001535056,0.0009780742,0.179663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120928,"about_ca_system_score_gemma":0.002165395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01790627,"about_ca_topic_score_gemma":0.02978631,"domain_scores_codex":[0.9992262,0.00009895513,0.0001419092,0.0002072853,0.0001843378,0.0001412285],"domain_scores_gemma":[0.9863723,0.009185472,0.0008228477,0.0009357135,0.002174792,0.0005088726],"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":[0.0002115167,0.00007980642,0.002996669,0.002577492,0.0000637872,0.0000676828,0.0000882953,0.0004121348,0.00016976,0.0004831297,0.9874329,0.005416829],"study_design_scores_gemma":[0.005383729,0.0002392416,0.0758805,0.004400201,0.0002818823,0.0004424738,0.0009816748,0.002434274,0.001239426,0.01075037,0.8977262,0.0002398959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001141376,0.000006866091,0.00008789065,0.00003271112,0.00001348607,0.00001923255,0.9992102,0.0002044852,0.0003110042],"genre_scores_gemma":[0.004913061,0.00005976959,0.002090586,0.0001958695,0.00005092297,0.0006676966,0.9873175,0.000681607,0.004022982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9820938,"threshold_uncertainty_score":0.1891161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597348811963493,"score_gpt":0.2113680791955143,"score_spread":0.1953945910758794,"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."}}