{"id":"W6904689767","doi":"10.1371/journal.pone.0294682.s005","title":"Build instructions.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trellis (graph); Photovoltaic system; Acre; Passion fruit; Cultivar; Yield (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001532312,0.00004566917,0.00004867619,0.000008285587,0.0001236341,0.0000142525,0.0001426794,0.00007843387,0.1694193],"category_scores_gemma":[0.0001346461,0.00001639398,0.00003456647,0.0003743116,0.000003920725,0.00004254605,0.00005747016,0.00006698548,0.01596673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003907738,"about_ca_system_score_gemma":0.000001606118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004139841,"about_ca_topic_score_gemma":0.00007391231,"domain_scores_codex":[0.9996419,0.000007184229,0.00005297967,0.0001052588,0.00005052084,0.0001421452],"domain_scores_gemma":[0.9998521,0.0000535851,0.00001826928,0.00003102452,0.00001988906,0.00002509532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000030208,0.0000106562,0.001236622,0.000006443719,0.000006276996,0.00001355971,0.000008305356,0.00000134266,0.01123616,0.0001992048,0.8174362,0.1698422],"study_design_scores_gemma":[0.00006134702,0.00003648936,0.1941175,0.00005337127,0.000001703322,0.000007302772,0.00007013643,0.00005497081,0.0009428776,0.0006839501,0.8038746,0.00009573276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8837755,0.00007801252,1.2746e-8,0.002979163,0.0001005179,0.0001694923,0.1039258,0.002423998,0.006547478],"genre_scores_gemma":[0.9671431,0.000003879166,0.00000281913,0.000167971,0.00009240004,0.00008632088,0.03199529,4.326752e-7,0.0005077599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1928809,"threshold_uncertainty_score":0.9847994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432120726136441,"score_gpt":0.2196845971151056,"score_spread":0.1853633898537412,"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."}}