{"id":"W4288074274","doi":"10.3389/fagro.2022.905286","title":"Intracanopy lighting strategies to improve green bush bean (Phaseolus vulgaris) compatibility with vertical farming","year":2022,"lang":"en","type":"article","venue":"Frontiers in Agronomy","topic":"Light effects on plants","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phaseolus; Cultivar; Biology; Agriculture; Agronomy; Horticulture; Ecology","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":[0.0001372322,0.0003357843,0.0002266655,0.0002320083,0.0001265482,0.0003257888,0.0002348721,0.0001804587,0.0007108326],"category_scores_gemma":[0.0001212031,0.0001321012,0.00019606,0.0001369265,0.0001344122,0.0002051528,0.000401664,0.0004602528,0.0001563961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003799226,"about_ca_system_score_gemma":0.0001615928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119444,"about_ca_topic_score_gemma":0.003589482,"domain_scores_codex":[0.9998511,0.00002012405,0.00001074208,0.0000442579,0.00004258933,0.00003125694],"domain_scores_gemma":[0.9998463,0.00002602262,0.00005048071,0.0000169503,0.00002180014,0.00003837445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003205504,0.0000173467,0.0001851955,0.00001089305,0.000001500564,0.000011481,0.000008316184,0.0000365443,0.9984321,0.00001953932,0.000005764898,0.001239317],"study_design_scores_gemma":[0.00002684388,0.000925288,0.02056646,0.00000684386,0.00003072029,0.0002153354,0.000075066,0.001513861,0.9730786,0.00005221161,0.003494099,0.00001468851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923965,0.0002174747,0.005877416,0.00003267343,0.00001049333,0.00004062731,0.00007366864,0.0001377627,0.001213373],"genre_scores_gemma":[0.9840925,0.0002309028,0.0130519,0.0000540634,0.000005666101,0.00005963246,0.0002085773,0.00009544846,0.002201357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00119444,"threshold_uncertainty_score":0.002756536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007496391823691381,"score_gpt":0.1991609483552547,"score_spread":0.1916645565315634,"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."}}