{"id":"W7105905481","doi":"10.15480/882.16146","title":"Rainfed spring canola yield response to changing heat and water stress in the Canadian Prairie region","year":2025,"lang":"en","type":"article","venue":"TUHH Open Research","topic":"Nitrogen and Sulfur Effects on Brassica","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Canola; DSSAT; Precipitation; Crop yield; Climate change; Yield (engineering); Agriculture; Air temperature; Soil water","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":[0.0004286207,0.0002009411,0.0004296417,0.0008262368,0.002731637,0.0008941623,0.001088658,0.0003191616,0.001327656],"category_scores_gemma":[0.0007279321,0.0003404477,0.0002469886,0.001068686,0.0008429527,0.0004117364,0.000567502,0.0006190626,0.0001855821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0199474,"about_ca_system_score_gemma":0.008332224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977228,"about_ca_topic_score_gemma":0.9947879,"domain_scores_codex":[0.9996454,0.00003068458,0.000009395002,0.0001079813,0.00008761027,0.0001190241],"domain_scores_gemma":[0.9991411,0.00008993644,0.00007972906,0.00003522217,0.0004239421,0.0002301326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004023727,0.0004727314,0.7410779,0.0001386365,0.0003865156,0.0007527433,0.009228924,0.00247494,0.2121187,0.0009734648,0.003786257,0.02456549],"study_design_scores_gemma":[0.000006809351,0.00001882002,0.9971367,0.000002945398,0.00001103451,0.00002205208,0.001083513,0.000303445,0.000715302,0.00001822904,0.0006724736,0.000008704078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982501,0.00008204937,0.00006856292,0.00007583862,0.000003688014,0.00001028054,0.0003585396,0.000008458082,0.001142522],"genre_scores_gemma":[0.9963087,0.0001020874,0.0001977868,0.00006933949,0.000001894076,0.00001262157,0.000605033,0.00001403228,0.002688433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02277201,"threshold_uncertainty_score":0.1447292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04383563030330901,"score_gpt":0.3539564656140956,"score_spread":0.3101208353107865,"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."}}