{"id":"W4396514081","doi":"10.1080/14620316.2024.2345894","title":"Amber LEDs outperform red, blue, and red-blue-amber LEDs for lettuce","year":2024,"lang":"en","type":"article","venue":"The Journal of Horticultural Science and Biotechnology","topic":"Light effects on plants","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Blue light; Light-emitting diode; Red light; Horticulture; Artificial light; Yield (engineering); Monochromatic color; Far-red; Chemistry; Botany; Biology; Materials science; Optics; Optoelectronics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005887718,0.0002736199,0.0002393284,0.0001749838,0.0001999454,0.0008786856,0.0003237348,0.0003618915,0.002142846],"category_scores_gemma":[0.0002588093,0.0000944909,0.0002515648,0.0001426259,0.0003707351,0.0004166853,0.0002194889,0.0004313722,0.0003408596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984076,"about_ca_system_score_gemma":0.000150259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003700418,"about_ca_topic_score_gemma":0.0008991663,"domain_scores_codex":[0.9996824,0.00007714785,0.00001563429,0.0001120439,0.00008218324,0.00003060447],"domain_scores_gemma":[0.9997044,0.000131836,0.00005817415,0.00003237135,0.00004686887,0.0000262972],"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":[0.0004293928,0.00003668982,0.0009512873,0.0002515874,0.00001550361,0.0000329878,0.00005419178,0.00009950583,0.9806168,0.0003164346,0.00008810114,0.01710745],"study_design_scores_gemma":[0.0000250386,0.001755645,0.02731939,0.00007609651,0.00007982653,0.0002223666,0.0002781375,0.0007581853,0.9484937,0.0004789425,0.02048893,0.0000238528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615391,0.02204244,0.006927671,0.000418712,0.000136489,0.00002607528,0.0001468548,0.0001531692,0.008609399],"genre_scores_gemma":[0.9840478,0.005027932,0.005219834,0.0001917841,0.00003984163,0.00001615569,0.0001086739,0.00004716877,0.005300791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002142846,"threshold_uncertainty_score":0.007168531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264600692407406,"score_gpt":0.2351764365062376,"score_spread":0.2225304295821636,"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."}}