{"id":"W4407558012","doi":"10.29169/1927-5129.2025.21.09","title":"Growing Parental Lines of Sunflower under Group Isolators","year":2025,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Sunflower and Safflower Cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sowing; Productivity; Crop; Sunflower; Horticulture; Yield (engineering); Population; Agronomy; Mathematics; Biology; Geography; Materials science; Demography","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":[0.0008470052,0.0001182775,0.0002540279,0.00007025016,0.0002290085,0.00006312168,0.0004332599,0.00006702235,0.0001339789],"category_scores_gemma":[0.00004691492,0.00004408216,0.0001542759,0.0009271615,0.0002211907,0.0003540989,0.00005695679,0.0001361614,0.000002679436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002546788,"about_ca_system_score_gemma":0.00003636421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002668022,"about_ca_topic_score_gemma":0.000048118,"domain_scores_codex":[0.9986306,0.00003547006,0.000510645,0.0001806222,0.0004397601,0.000202863],"domain_scores_gemma":[0.9992471,0.0002576346,0.0002883459,0.0000379547,0.000108976,0.00005995174],"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":[0.00008932478,0.0002046985,0.03437527,0.00001075379,0.00004066549,0.000002119716,0.000182029,0.0001966852,0.9115984,0.01028253,0.0008144991,0.04220298],"study_design_scores_gemma":[0.001266134,0.001192919,0.8001195,0.0003782922,0.0001260958,0.00003431595,0.0193983,0.0003953624,0.1431365,0.02192853,0.01140608,0.0006180383],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943433,0.0002358705,0.0001896884,0.0009013042,0.0006194084,0.0000770213,0.000002584395,0.00001199854,0.00361882],"genre_scores_gemma":[0.9989544,0.00002442403,0.0003869847,0.0003876429,0.0001958383,0.00000173356,0.000001680136,5.537519e-7,0.00004679387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7684619,"threshold_uncertainty_score":0.1797618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784139925573804,"score_gpt":0.2442312024033842,"score_spread":0.2263898031476461,"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."}}