{"id":"W4408240580","doi":"10.5376/bm.2025.16.0002","title":"Insights into Optimizing Cultivation Practices for Enhanced Yield and Quality in Fresh-Eating Maize","year":2025,"lang":"en","type":"article","venue":"Bioscience Methods","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yield (engineering); Quality (philosophy); Agronomy; Biotechnology; Agricultural engineering; Biology; Engineering; Materials science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004579939,0.0003543593,0.000236277,0.0004368126,0.0002167043,0.0008744132,0.0002736658,0.0002885424,0.0008943314],"category_scores_gemma":[0.0004559494,0.0001484896,0.0003642668,0.0005077542,0.0002885553,0.0009220488,0.0003141563,0.000258971,0.0001228386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009062549,"about_ca_system_score_gemma":0.0009418422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401109,"about_ca_topic_score_gemma":0.00844714,"domain_scores_codex":[0.999787,0.00005285148,0.00001382368,0.00004923148,0.00005665418,0.00004040397],"domain_scores_gemma":[0.9998166,0.0000489879,0.00007474559,0.00001229527,0.00003434697,0.00001312667],"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":[0.0002486356,0.0003663697,0.06101038,0.001689961,0.0001255193,0.0005783869,0.001138779,0.01198739,0.7644351,0.007636634,0.0005174199,0.1502655],"study_design_scores_gemma":[0.00004510385,0.001645417,0.6455145,0.0004350597,0.0003821022,0.0006615475,0.007965499,0.03913966,0.2472554,0.01928464,0.03752632,0.0001447641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594472,0.005323584,0.02797276,0.0007427779,0.00001993812,0.00007162553,0.0002995433,0.00006068181,0.006062033],"genre_scores_gemma":[0.9817513,0.003492106,0.01389027,0.0000779885,0.000004994757,0.00001915517,0.00009495478,0.00001587017,0.000653423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003401109,"threshold_uncertainty_score":0.006762624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369313004103473,"score_gpt":0.4332314365456559,"score_spread":0.2963001361353086,"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."}}