{"id":"W7114781407","doi":"10.1016/j.solener.2025.114215","title":"Enhancing heat stress tolerance in organic romaine lettuce using crystalline silicon and red, blue &amp; green-colored thin film agrivoltaic systems","year":2025,"lang":"en","type":"article","venue":"Solar Energy","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Shading; Crystalline silicon; Photovoltaic system; Biomass (ecology); Yield (engineering); Productivity; Intensity (physics); Light intensity; Silicon","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":[0.00006454843,0.0002550161,0.0001628743,0.0001619148,0.0001310434,0.0003548813,0.0001738635,0.0001562436,0.0005991366],"category_scores_gemma":[0.00005140451,0.0001022244,0.0002645582,0.0001192133,0.0001099534,0.000117084,0.0001771489,0.0002604426,0.0001373855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027763,"about_ca_system_score_gemma":0.0001301958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350102,"about_ca_topic_score_gemma":0.003673272,"domain_scores_codex":[0.999956,0.000003694247,0.000002173211,0.00001361594,0.00001331889,0.00001112594],"domain_scores_gemma":[0.9999533,0.000004908858,0.00001732206,0.000004265378,0.000009413611,0.00001082348],"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":[0.00003671646,0.0000130633,0.0002962975,0.00003051002,0.000005251529,0.00002594736,0.000009606622,0.0001383819,0.9980762,0.00001245888,0.00001676957,0.001338775],"study_design_scores_gemma":[0.00001541079,0.0006524887,0.02503349,0.00001169491,0.00004198159,0.0001143053,0.0001065072,0.001619511,0.9692519,0.00002751194,0.003112841,0.00001241359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976381,0.000319749,0.0009546202,0.00002037901,0.000008734372,0.00001247851,0.0001196192,0.00005787905,0.0008684177],"genre_scores_gemma":[0.9952886,0.0003306566,0.002594803,0.00004167646,0.000003165353,0.00002120503,0.0002044885,0.00002172545,0.001493597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001350102,"threshold_uncertainty_score":0.002684474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006084053712105573,"score_gpt":0.2128986336692221,"score_spread":0.2068145799571165,"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."}}