{"id":"W4220812841","doi":"10.3390/agronomy12030739","title":"Leaf Pigments, Surface Wax and Spectral Vegetation Indices for Heat Stress Resistance in Pea","year":2022,"lang":"en","type":"article","venue":"Agronomy","topic":"Plant responses to elevated CO2","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Pulse Growers; Western Grains Research Foundation; Ministry of Agriculture - Saskatchewan","keywords":"Canopy; Wax; Chlorophyll; Cultivar; Leaf area index; Agronomy; Botany; Photosynthetic pigment; Red edge; Chlorophyll a; Horticulture; Biology; Environmental science; Vegetation (pathology); Photosynthesis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002112389,0.0002278236,0.000208325,0.0005470826,0.0003589025,0.0004638824,0.0001544999,0.0001694494,0.0005571314],"category_scores_gemma":[0.0002982154,0.0001324973,0.0001906355,0.0004432449,0.0002397874,0.0002238847,0.00020559,0.0002553492,0.00007584073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008289629,"about_ca_system_score_gemma":0.0004504704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05849542,"about_ca_topic_score_gemma":0.1003078,"domain_scores_codex":[0.9999238,0.000009499423,0.000005436664,0.00002401836,0.00002233119,0.00001483468],"domain_scores_gemma":[0.9997665,0.00003661241,0.00005331517,0.0000169909,0.00005726963,0.00006923766],"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":[0.001014645,0.0002264704,0.3248144,0.00007339643,0.00009979439,0.0001242257,0.0004525988,0.0003951596,0.6635377,0.00006258447,0.00007493939,0.009124129],"study_design_scores_gemma":[0.000002268855,0.000118989,0.9952757,0.000001975189,0.00001478138,0.00002745124,0.00009217461,0.0002010129,0.004159389,0.00001282927,0.00008948357,0.000003854475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995766,0.00008471669,0.00009988418,0.000004016719,5.436406e-7,0.000005431729,0.00006299033,0.000003339696,0.0001623934],"genre_scores_gemma":[0.999049,0.00005822201,0.0002645062,0.00001022912,5.079216e-7,0.000006794373,0.0002201491,0.000003057415,0.00038761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05849542,"threshold_uncertainty_score":0.1163098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244440469633432,"score_gpt":0.2057529002274417,"score_spread":0.1933084955311073,"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."}}