{"id":"W4412380024","doi":"10.3389/fpls.2025.1600293","title":"Seasonal water-heat-salt dynamics in coastal salinized fields: impacts on cotton photosynthesis and yield","year":2025,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Research in Cotton Cultivation","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"Chinese Academy of Agricultural Sciences; National Natural Science Foundation of China","keywords":"Photosynthesis; Yield (engineering); Salt water; Environmental science; Salt (chemistry); Agronomy; Atmospheric sciences; Ecology; Biology; Botany; Chemistry; Physics; Environmental engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001780138,0.0002350852,0.0001847641,0.0002553901,0.0003130062,0.0003334762,0.0001369339,0.0001196837,0.0006443387],"category_scores_gemma":[0.0001381118,0.00008509474,0.0002429577,0.0002869531,0.00022472,0.0002614258,0.0002374228,0.0001530467,0.00005800657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007356542,"about_ca_system_score_gemma":0.0004454759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322802,"about_ca_topic_score_gemma":0.02450991,"domain_scores_codex":[0.9999404,0.000006458547,0.000005778901,0.00002007087,0.00001031162,0.00001693604],"domain_scores_gemma":[0.9997739,0.00002303889,0.00009045366,0.00001303328,0.00002870761,0.00007078945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002072419,0.0003034956,0.7395011,0.0001189446,0.0001109939,0.00043256,0.0004012229,0.0009142126,0.2442084,0.00009108777,0.0001693519,0.01167633],"study_design_scores_gemma":[0.000007160803,0.000266718,0.9966602,0.000002132511,0.00001173369,0.00003358037,0.0001786065,0.0003573771,0.002334826,0.00001733583,0.0001260108,0.000004230058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997737,0.0000179577,0.00002945393,0.000005915521,7.852979e-7,0.000002380905,0.00007665031,0.000002876662,0.00009032286],"genre_scores_gemma":[0.9995061,0.00003521414,0.00009197216,0.00001106071,0.000001517095,0.000005134445,0.0002034697,0.000001114526,0.0001443383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322802,"threshold_uncertainty_score":0.02630204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792490053292359,"score_gpt":0.2491370416779704,"score_spread":0.2312121411450468,"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."}}