{"id":"W4231015894","doi":"10.5194/bg-2021-77-rc2","title":"Reply on RC1","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Thünen-Institut; Deutsche Forschungsgemeinschaft","keywords":"Span (engineering); Scalable Vector Graphics; Loam; Mathematics; Soil water; Chemistry; Soil science; Environmental science; Engineering; Structural engineering; Computer science","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":[0.003997847,0.001210654,0.001315935,0.00139478,0.003637265,0.005567398,0.004207762,0.03223443,0.1447605],"category_scores_gemma":[0.03634693,0.0007457724,0.001791425,0.001173764,0.002853663,0.00512048,0.00328045,0.02723812,0.1212711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004632532,"about_ca_system_score_gemma":0.004830345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007797126,"about_ca_topic_score_gemma":0.008506753,"domain_scores_codex":[0.996083,0.0006688988,0.0004082386,0.00078658,0.001450352,0.0006028853],"domain_scores_gemma":[0.989981,0.002957255,0.0003761839,0.000744483,0.004409662,0.001531371],"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":[0.000007436897,0.000003347606,0.00002279455,0.00001511815,0.000001489016,0.0000398494,0.00001000912,0.000003602118,0.00001581611,0.0003248525,0.9976705,0.001885125],"study_design_scores_gemma":[0.000009997469,0.000006796155,0.0001218194,0.00005812386,0.000002768028,0.00005348068,0.00005043578,0.00001668149,0.00005049667,0.000560551,0.9990594,0.000009586399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001415869,0.001631612,0.0002221217,0.7530829,0.2195551,0.00008506236,0.0004744504,0.0003661826,0.02444105],"genre_scores_gemma":[0.001448226,0.0009710256,0.0002077744,0.8401861,0.06320219,0.0001503618,0.0002236169,0.0002221659,0.09338851],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8552395,"threshold_uncertainty_score":0.484272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934831764639989,"score_gpt":0.259461036151878,"score_spread":0.2401127185054781,"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."}}