{"id":"W4408240578","doi":"10.5376/bm.2025.16.0004","title":"Adaptability of Drill Seeding and Broadcast Seeding in Rice-Wheat Rotation Systems","year":2025,"lang":"en","type":"article","venue":"Bioscience Methods","topic":"Rice Cultivation and Yield Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seeding; Adaptability; Drill; Agronomy; Rotation (mathematics); Mathematics; Biology; Engineering; Geometry; Mechanical engineering","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":[0.0007425231,0.0002467748,0.0002502232,0.0002653955,0.0002388508,0.0004301906,0.0002547182,0.0001839043,0.0006569733],"category_scores_gemma":[0.001121078,0.00009442244,0.0002029794,0.0002905767,0.0002762322,0.0003478331,0.0004721642,0.000186474,0.00009477462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008455088,"about_ca_system_score_gemma":0.0005875419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297827,"about_ca_topic_score_gemma":0.006865703,"domain_scores_codex":[0.9993477,0.0002229458,0.00005669791,0.0001520264,0.0001189848,0.0001015174],"domain_scores_gemma":[0.9995059,0.0001315914,0.0001674333,0.00005128965,0.00006414198,0.00007975087],"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":[0.002707152,0.0005291595,0.128781,0.0004489337,0.0001244903,0.000556731,0.0005871688,0.005455124,0.7954687,0.0004017302,0.0001284916,0.0648113],"study_design_scores_gemma":[0.000109118,0.01445722,0.8576509,0.00005154703,0.0002062229,0.0007349491,0.00166651,0.01075323,0.1087833,0.0004971938,0.005032475,0.00005742179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984003,0.0001206955,0.0009769133,0.00001075382,0.000005363792,0.00003048095,0.00003763848,0.000008000668,0.0004098872],"genre_scores_gemma":[0.9981353,0.000126816,0.001382538,0.00001396996,0.000003125394,0.00003184556,0.00007966301,0.000002568362,0.0002241456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00297827,"threshold_uncertainty_score":0.006134629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05376822087960181,"score_gpt":0.3454693791832201,"score_spread":0.2917011583036183,"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."}}