{"id":"W4386645854","doi":"10.5539/jas.v15n10p39","title":"Integrating Non-photochemical Quenching (NPQ) Measurements for Identifying Flood-Tolerant Soybean Genotypes in the Era of Climate Change","year":2023,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Plant responses to water stress","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agronomy; Climate change; Flooding (psychology); Environmental science; Biology; Photosynthesis; Ecology; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003562983,0.0003268764,0.0003570219,0.0004101754,0.0002244318,0.0003175357,0.0002312047,0.0003164031,0.0005319288],"category_scores_gemma":[0.0002500318,0.0001836439,0.0003206398,0.0004178402,0.0001383874,0.00024891,0.0003186618,0.0004207828,0.0001545484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545308,"about_ca_system_score_gemma":0.0001974691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002396772,"about_ca_topic_score_gemma":0.005111617,"domain_scores_codex":[0.9997899,0.0000277764,0.00001911221,0.00008012128,0.00005905621,0.00002409852],"domain_scores_gemma":[0.9997969,0.00003936909,0.00007420476,0.00002081951,0.00003946006,0.00002923585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006641276,0.00002254773,0.007518812,0.00004638255,0.000009953049,0.00003604861,0.00006005062,0.0001792213,0.9881461,0.00002976636,0.00002882387,0.00385599],"study_design_scores_gemma":[0.00003147376,0.0009246388,0.5511389,0.00002638407,0.0001864391,0.0004979675,0.0003793496,0.00803232,0.4343471,0.0003714038,0.00400246,0.00006147869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910545,0.0004539595,0.006878575,0.0000421151,0.000008512106,0.00003529389,0.0008777856,0.0001259843,0.000523351],"genre_scores_gemma":[0.9811436,0.0003835401,0.01569117,0.00005773491,0.000003415156,0.00007263588,0.001684392,0.00005213408,0.0009113875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002396772,"threshold_uncertainty_score":0.00476563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07721871476038317,"score_gpt":0.2941748958654504,"score_spread":0.2169561811050672,"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."}}