{"id":"W6960938311","doi":"10.1371/journal.pone.0253972.g002","title":"Compositional measures versus total DOM concentration.","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sampling (signal processing); Hydrology (agriculture); Blackwater; Dissolved organic carbon; Reflectivity; Water quality","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":[],"consensus_categories":[],"category_scores_codex":[0.0004850284,0.0007534791,0.0004508263,0.001726951,0.000440542,0.001256849,0.0004577746,0.0006372839,0.01724031],"category_scores_gemma":[0.00102995,0.000271332,0.0004823018,0.002391792,0.0004102124,0.001111962,0.0006922493,0.0007100377,0.007093933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005931649,"about_ca_system_score_gemma":0.0003461818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555574,"about_ca_topic_score_gemma":0.009481682,"domain_scores_codex":[0.9990037,0.000116444,0.0000627806,0.000349393,0.0003949832,0.00007263263],"domain_scores_gemma":[0.9994652,0.000113162,0.0001192668,0.00005284551,0.0001944112,0.00005510345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001458836,0.000368609,0.08363336,0.001935797,0.0004595237,0.0002247441,0.0008424968,0.001021944,0.7607853,0.003034199,0.016247,0.1299881],"study_design_scores_gemma":[0.00004707174,0.0008454631,0.3342432,0.0001985962,0.0003082858,0.0007371086,0.002040543,0.008834027,0.5449587,0.001958724,0.1056854,0.0001428939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7345387,0.008475105,0.04687743,0.000387187,0.0009071946,0.0006452653,0.08206508,0.003048455,0.1230555],"genre_scores_gemma":[0.8443151,0.002721171,0.05713986,0.0006413645,0.000153905,0.001203916,0.03291459,0.001087082,0.05982301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01724031,"threshold_uncertainty_score":0.05767459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06335480203160755,"score_gpt":0.2854624217191308,"score_spread":0.2221076196875232,"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."}}