{"id":"W2352025077","doi":"","title":"Key Technology of Maize Hybrid Seed Production","year":2010,"lang":"en","type":"article","venue":"Seed","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Key (lock); Production (economics); Agronomy; Business; Biology; Biotechnology; Ecology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001184469,0.00005597279,0.00009626034,0.000009162065,0.00006217925,0.000007543164,0.000127144,0.00006874809,0.000123836],"category_scores_gemma":[0.0001228499,0.00002001983,0.00003940447,0.0001805235,0.00009337941,0.00003755052,0.00003399858,0.0001322635,0.00002174581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003150924,"about_ca_system_score_gemma":0.000003936766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001325349,"about_ca_topic_score_gemma":0.0006460898,"domain_scores_codex":[0.9995176,0.00001083039,0.000113524,0.0001621419,0.00007527782,0.0001206136],"domain_scores_gemma":[0.9997812,0.00002061304,0.00004185519,0.00006743774,0.00006178938,0.00002712295],"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":[0.00001646374,0.00003996038,0.06099435,0.000002517741,0.000002383116,5.492682e-7,0.00001774102,1.167091e-7,0.9269333,0.0002500259,0.00003692551,0.01170562],"study_design_scores_gemma":[0.00003745971,0.00005219961,0.7662059,0.000002469598,0.000002944131,0.000006019368,0.0000806126,0.00000612213,0.2265553,0.001885767,0.005112691,0.0000525381],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945233,0.00001474407,5.276716e-7,0.003410247,0.0003383456,0.00009078267,0.000006459377,0.00007662862,0.001538895],"genre_scores_gemma":[0.9991728,0.000002877098,0.00007039018,0.00002860943,0.000150215,0.000003556239,0.000008484468,3.025655e-7,0.000562786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7052116,"threshold_uncertainty_score":0.1355917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008615460564610692,"score_gpt":0.1977458066963424,"score_spread":0.1891303461317317,"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."}}