{"id":"W6977059676","doi":"10.6084/m9.figshare.29649329","title":"Figure 1 - Microbial profile of Guelph Lake","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Relative species abundance; Microbial population biology; Ecosystem","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001528967,0.0001814201,0.0002082453,0.00003663808,0.00001289608,0.000006876471,0.0002337411,0.0007398714,0.3458031],"category_scores_gemma":[0.0002855561,0.0001449383,0.0001254108,0.00005756515,0.00001127945,2.8696e-7,0.0001384913,0.0001261505,0.0003339227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000202006,"about_ca_system_score_gemma":0.00009648365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008352946,"about_ca_topic_score_gemma":0.00009403248,"domain_scores_codex":[0.999328,0.00003085947,0.0001156138,0.000292705,0.00005760524,0.0001751974],"domain_scores_gemma":[0.9995351,0.00001255674,0.000108638,0.0002693276,0.00004268347,0.00003162932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001070611,0.0000239034,0.0000022611,0.0003284497,0.00003475156,0.000002503397,4.830441e-7,6.842874e-8,0.09579369,0.000004516822,0.9023616,0.001437029],"study_design_scores_gemma":[0.0001611309,0.0005900679,0.00004943797,0.001045659,0.00001067551,0.000001357475,5.056123e-7,6.801775e-7,0.04042553,0.000004333529,0.9575476,0.0001630399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003679405,0.002656339,0.000001363046,0.00003903767,0.00007376084,0.000376882,0.2477376,0.00003051284,0.7490477],"genre_scores_gemma":[0.001068613,0.00004403971,0.0001567197,0.0002498188,0.0003724089,0.00007452539,0.2764449,0.00006432224,0.7215246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3454692,"threshold_uncertainty_score":0.6547949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007863429170932874,"score_gpt":0.2290148632636937,"score_spread":0.2211514340927608,"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."}}