{"id":"W4412123856","doi":"10.13031/aim.202501161","title":"RZWQM2 Performance in Simulating Maize Yield and Evapotranspiration under Rainfed and Irrigated Conditions","year":2025,"lang":"en","type":"article","venue":"","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evapotranspiration; Yield (engineering); Agronomy; Environmental science; Irrigation; Agricultural engineering; Biology; Engineering","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":[0.0006563719,0.0006360793,0.0003377361,0.0001820655,0.0002242489,0.000434406,0.0008271994,0.0004135234,0.0009119609],"category_scores_gemma":[0.0008496718,0.0002306995,0.0004524336,0.0002550699,0.0002851733,0.0003596946,0.0002496478,0.0003792903,0.0002102913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207041,"about_ca_system_score_gemma":0.001450315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1322542,"about_ca_topic_score_gemma":0.09735002,"domain_scores_codex":[0.9998654,0.00003481527,0.0000101592,0.00002765788,0.00003248673,0.0000294822],"domain_scores_gemma":[0.9997132,0.0000924058,0.00003103903,0.00002783409,0.0001119764,0.00002344592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002069883,0.0001163056,0.01331762,0.00005434203,0.00006042038,0.00005772395,0.000047594,0.9707826,0.006258005,0.0003509294,0.001002042,0.007745467],"study_design_scores_gemma":[0.00004604498,0.00004971519,0.003671161,0.000002562627,0.000008694375,0.000004524209,0.00001552742,0.9937688,0.002054829,0.00005050353,0.0003190561,0.000008536161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895366,0.00005436845,0.005157059,0.00009735412,0.00001854009,0.00004115649,0.001260387,0.0008977921,0.00293672],"genre_scores_gemma":[0.9922696,0.00002798408,0.005870738,0.00004293575,0.000002261232,0.00003497867,0.001214123,0.00005214163,0.0004852444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1322542,"threshold_uncertainty_score":0.2629688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552773645448606,"score_gpt":0.2449877841418076,"score_spread":0.2194600476873216,"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."}}