{"id":"W4390697365","doi":"10.1002/crso.20340","title":"Heat Stress in Canola: Paving a Path Forward for Varieties With Improved Tolerance","year":2024,"lang":"en","type":"article","venue":"Crops & Soils","topic":"Nitrogen and Sulfur Effects on Brassica","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Canola; Yield (engineering); Heat stress; Agronomy; Growing season; Crop; Mathematics; Agricultural engineering; Environmental science; Biology; Engineering; Animal science; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000822734,0.0004231451,0.0004386419,0.0008802573,0.0005748941,0.001104617,0.0006235942,0.0006101589,0.005617564],"category_scores_gemma":[0.0003879588,0.0001332751,0.0002899241,0.0007720749,0.0002980502,0.0009580412,0.0006373176,0.0009277522,0.000687419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008337596,"about_ca_system_score_gemma":0.0008017657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004861238,"about_ca_topic_score_gemma":0.01324687,"domain_scores_codex":[0.999853,0.00002609496,0.00001267379,0.00002532029,0.00004112892,0.00004180188],"domain_scores_gemma":[0.999539,0.00007634129,0.00005758203,0.00005348411,0.00009279058,0.0001808457],"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":[0.001271855,0.0003624177,0.00984983,0.0004355182,0.00007867874,0.0004002257,0.0004273283,0.00134613,0.8353884,0.003967551,0.003417816,0.1430543],"study_design_scores_gemma":[0.0004118902,0.004137455,0.3305285,0.000521096,0.0004750576,0.001855824,0.003203088,0.005102613,0.2723024,0.01382093,0.3672293,0.0004117773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941155,0.02204289,0.006797657,0.009235747,0.0002306422,0.0001270185,0.001166439,0.001617743,0.01762691],"genre_scores_gemma":[0.9561004,0.01056322,0.01574611,0.001474004,0.00015272,0.0001014588,0.002710778,0.0003541418,0.01279714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005617564,"threshold_uncertainty_score":0.01879263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004590258953727403,"score_gpt":0.2319316702518022,"score_spread":0.2273414112980748,"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."}}