{"id":"W2023532968","doi":"10.2136/sssaj2004.0257","title":"Estimating Root Plus Rhizosphere Contributions to Soil Respiration in Annual Croplands","year":2005,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Rhizosphere; Soil respiration; Environmental science; Soil water; Soil science; Soil organic matter; Organic matter; Growing season; Respiration; Decomposition; Agronomy; Environmental chemistry; Chemistry; Botany; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001095753,0.0001249161,0.0002135216,0.00002243091,0.0006087665,0.0001243708,0.0004268548,0.00006856461,0.0001132709],"category_scores_gemma":[0.0002651833,0.00005979478,0.0001725147,0.001538708,0.0004358922,0.000446895,0.00009223432,0.0002915668,0.00001627798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345613,"about_ca_system_score_gemma":0.0002252825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008525388,"about_ca_topic_score_gemma":0.00150236,"domain_scores_codex":[0.9982224,0.00005227638,0.0003890175,0.0002512606,0.0006042626,0.0004807991],"domain_scores_gemma":[0.9989496,0.00008961074,0.0002329401,0.00005863978,0.0004061668,0.0002630607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000130652,0.0003509506,0.07420185,0.00001067168,0.0000306945,0.000007155608,0.007323242,0.1845171,0.2784551,0.0001411995,0.01074698,0.4440844],"study_design_scores_gemma":[0.001062263,0.001097959,0.3151488,0.0001281597,0.00002226314,0.0001394928,0.008893314,0.6576801,0.007589973,0.0007779454,0.006822894,0.0006368945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926618,0.00006004108,0.000603775,0.005949306,0.000138126,0.00008490549,0.00004326069,0.00002419828,0.0004345955],"genre_scores_gemma":[0.9910607,0.00001890411,0.007573928,0.0008438145,0.0004331363,0.000004277082,0.000004831506,0.000001064403,0.0000593068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.473163,"threshold_uncertainty_score":0.4682201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00911159625851123,"score_gpt":0.2624127518039678,"score_spread":0.2533011555454566,"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."}}