{"id":"W6958249253","doi":"10.6084/m9.figshare.16655514.v1","title":"Additional file 10 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; Aquatic 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":[0.001205471,0.001273305,0.001399105,0.002744459,0.001015602,0.001865797,0.002111722,0.001280198,0.8591532],"category_scores_gemma":[0.01603714,0.000560652,0.001163845,0.00485371,0.0002642799,0.002138203,0.001411987,0.0009195265,0.1593628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009187427,"about_ca_system_score_gemma":0.001858975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148188,"about_ca_topic_score_gemma":0.02618177,"domain_scores_codex":[0.9993836,0.00008149762,0.0001042406,0.0001779885,0.0001402221,0.0001124409],"domain_scores_gemma":[0.9893613,0.007387162,0.0006004457,0.0006539315,0.001617967,0.0003791549],"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":[0.0002466044,0.00008765447,0.003410109,0.003579217,0.00007269479,0.00008327896,0.00008621818,0.0004660113,0.0002438209,0.0004528995,0.9847893,0.006482235],"study_design_scores_gemma":[0.004999049,0.0002991256,0.07894973,0.004669513,0.0003246011,0.0004853233,0.001080769,0.00311905,0.001422993,0.0101537,0.8942367,0.0002595705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001243633,0.000008943329,0.00009593964,0.00003215691,0.00001603679,0.00002052712,0.9992152,0.0002012989,0.0002856062],"genre_scores_gemma":[0.005373366,0.00007397582,0.00240099,0.000245925,0.00005728715,0.0006944076,0.9858391,0.0006566724,0.004658283],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9851812,"threshold_uncertainty_score":0.2009009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167259206567506,"score_gpt":0.2132646773020097,"score_spread":0.1965387566452591,"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."}}