{"id":"W4391451513","doi":"10.1016/j.soilbio.2024.109339","title":"The wetter the better? Preferences in plant-microbial competition for phosphorus sources in rice cultivation under contrasting irrigation","year":2024,"lang":"en","type":"article","venue":"Soil Biology and Biochemistry","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"China Scholarship Council; Deutsche Forschungsgemeinschaft; Robert Bosch","keywords":"Phosphorus; Agronomy; Competition (biology); Irrigation; Environmental science; Rice plant; Biology; Ecology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002804859,0.00006969102,0.00005190172,0.000008790501,0.0001422281,0.00004291808,0.0000878498,0.00006677179,0.00001064068],"category_scores_gemma":[0.00001360151,0.0000390405,0.00001603478,0.00008141078,0.0001872549,0.000037786,0.00005289532,0.000096501,0.000003823553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004342907,"about_ca_system_score_gemma":0.000004704581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001577771,"about_ca_topic_score_gemma":0.000163877,"domain_scores_codex":[0.9994851,0.00002470905,0.0001230261,0.0001886232,0.00003698468,0.0001415054],"domain_scores_gemma":[0.9997343,0.0001670586,0.00003222513,0.00005371174,0.000002299326,0.0000103893],"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":[0.0003305357,0.0001173443,0.3629126,0.0001418641,0.0000597203,0.000003660134,0.001249057,0.0001541943,0.5653169,0.004502394,0.003389289,0.06182251],"study_design_scores_gemma":[0.001274635,0.0001078009,0.5184078,0.0002638771,0.00003512171,0.000009242305,0.001846874,0.005291787,0.3901004,0.05601517,0.02620857,0.000438788],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957514,0.0006015135,0.0001148789,0.002895972,0.00009401276,0.0001466734,0.00001923836,0.000009648041,0.0003666215],"genre_scores_gemma":[0.9992761,0.0001320473,0.00001688537,0.0003558871,0.00004393799,0.00004209722,0.00007371842,0.00000238904,0.00005692334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1752165,"threshold_uncertainty_score":0.1592025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008226402209889882,"score_gpt":0.2208465461760682,"score_spread":0.2126201439661784,"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."}}