{"id":"W4411605231","doi":"10.3390/plants14131942","title":"Impact of Water Deficit Stress on Brassica Crops: Growth and Yield, Physiological and Biochemical Responses","year":2025,"lang":"en","type":"review","venue":"Plants","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Brassica; Biology; Drought tolerance; Agronomy; Canola; Drought stress; Agriculture; Photosynthesis; Germination; Biotechnology; Botany; Ecology","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":[0.00006446888,0.0003358591,0.001003726,0.00003472831,0.00009243602,0.00004245696,0.0002134415,0.0003168457,0.00005598561],"category_scores_gemma":[0.0001613345,0.00009083193,0.0002150048,0.00009301616,0.0001148358,0.00002879979,0.0001552806,0.0002266088,0.000005556632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009730508,"about_ca_system_score_gemma":0.00001701472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001597512,"about_ca_topic_score_gemma":0.00001191523,"domain_scores_codex":[0.9986492,0.0001603823,0.0002957062,0.0004534918,0.0001371029,0.0003040784],"domain_scores_gemma":[0.9980416,0.001663055,0.0001115222,0.00006672409,0.00001638777,0.0001007035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001637239,0.0004494152,0.002270963,0.006509218,0.0003384238,0.0001328836,0.00003045716,3.554242e-7,0.04234987,0.00005527674,0.001412946,0.944813],"study_design_scores_gemma":[0.001750944,0.008658907,0.5846263,0.1613312,0.001548721,0.0009147805,0.00009662672,0.00002472671,0.01593032,0.0005573897,0.2186991,0.005861046],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5199972,0.4765666,2.970588e-8,0.00001965787,0.00002349366,0.0001564677,0.003133632,0.00001542853,0.00008744276],"genre_scores_gemma":[0.1526833,0.846822,0.000003375751,0.00001510899,0.00006092542,0.00001379139,0.0003142483,0.000001116668,0.00008605737],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9389519,"threshold_uncertainty_score":0.3704018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05005227053001198,"score_gpt":0.2987514387526286,"score_spread":0.2486991682226166,"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."}}