{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003937637,0.0002939953,0.0001903623,0.002019981,0.0008624019,0.0005227241,0.0001464574,0.0002044463,0.04334744],"category_scores_gemma":[0.0001291813,0.0001103661,0.0001246733,0.002052437,0.0001591154,0.0002470385,0.0004547005,0.0001683399,0.007095885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000465382,"about_ca_system_score_gemma":0.0004055341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0689173,"about_ca_topic_score_gemma":0.1662467,"domain_scores_codex":[0.9999195,0.000004649172,0.000002527299,0.00002507766,0.00003130227,0.00001688053],"domain_scores_gemma":[0.9999055,0.000008324692,0.00001267848,0.000002352633,0.0000424249,0.00002878225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001876924,0.0001514362,0.3132135,0.001199014,0.000124767,0.0008121431,0.002184531,0.001887882,0.3508034,0.001303374,0.1122428,0.2142003],"study_design_scores_gemma":[0.00002853828,0.0001682445,0.9483425,0.00007219006,0.00002240325,0.0002902143,0.0008782828,0.000921019,0.0100814,0.0002297298,0.03893341,0.00003215925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7468547,0.0007240989,0.001862548,0.0005535177,0.00007569644,0.00030848,0.1762623,0.001931247,0.07142747],"genre_scores_gemma":[0.8286916,0.0007860831,0.01278738,0.000588217,0.00003050836,0.0002216644,0.06985255,0.0003186958,0.08672331],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9566526,"threshold_uncertainty_score":0.1450117,"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."}}