{"id":"W4403344356","doi":"10.5376/be.2024.14.0021","title":"Advancements in Wheat Hybridization: Overcoming Biological Barriers","year":2024,"lang":"en","type":"article","venue":"Biological Evidence","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Modern Agricultural Technology Industry System of Shandong province","keywords":"Biotechnology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004523545,0.0001757554,0.0002159156,0.00002105578,0.000115488,0.00008621738,0.0002790607,0.0001902961,0.001385046],"category_scores_gemma":[0.0003318648,0.00005979859,0.00009557893,0.0004662136,0.000130523,0.0001371514,0.0001282661,0.0001838815,0.0001199147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003575199,"about_ca_system_score_gemma":0.00001672207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003724289,"about_ca_topic_score_gemma":0.00005547867,"domain_scores_codex":[0.9984661,0.0001706756,0.000293511,0.0005549651,0.0001272224,0.0003875395],"domain_scores_gemma":[0.9992099,0.0005381545,0.00002665415,0.00005985569,0.00002752994,0.0001379481],"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":[0.00007361938,0.00004477134,0.1051893,0.00001415868,0.000007403288,0.0001658577,0.00005589434,0.00001741514,0.7657892,0.002210681,0.000645471,0.1257863],"study_design_scores_gemma":[0.0003894971,0.003417143,0.7060204,0.001167824,0.00002059257,0.0001508313,0.000470762,0.00161923,0.01901891,0.01419973,0.2520573,0.00146784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870843,0.009719647,0.00005429217,0.001914078,0.0004064586,0.000193659,0.00002041821,0.000113608,0.0004935499],"genre_scores_gemma":[0.9946928,0.00406623,0.0001605097,0.0005916681,0.0003111782,0.0000344781,0.00003186809,8.761125e-7,0.0001104039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7467702,"threshold_uncertainty_score":0.9995278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879938931497642,"score_gpt":0.2874733785873125,"score_spread":0.2186739892723361,"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."}}