{"id":"W2380261056","doi":"","title":"Progress of EMS on Application in Crop Breeding","year":2008,"lang":"en","type":"article","venue":"Seed","topic":"Magnetic and Electromagnetic Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Crop; Agronomy; Biology; Agroforestry; Environmental science; Agricultural engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006144743,0.00005918081,0.00007383577,0.00002832763,0.00001853201,0.000001623114,0.0000703608,0.00006285692,0.000003583851],"category_scores_gemma":[0.00001710876,0.00005598278,0.00002261715,0.00007480646,0.00006087048,6.189649e-7,0.00001766454,0.00003854,0.00000519037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004159492,"about_ca_system_score_gemma":0.00001935646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003206474,"about_ca_topic_score_gemma":0.00001313148,"domain_scores_codex":[0.9995575,0.00001647065,0.00009827017,0.0001424292,0.00006748868,0.0001178248],"domain_scores_gemma":[0.999775,0.000004943341,0.00003582254,0.0001396839,0.00002141588,0.00002312578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006626526,0.00006774116,0.03607459,0.00001584397,0.000003923118,0.000001783188,0.00004722935,0.00001578241,0.9603332,0.0001134093,0.0001692686,0.003091006],"study_design_scores_gemma":[0.0008561357,0.002059298,0.4273089,0.0000183414,0.000004885575,0.00001619703,0.00001545573,0.0003921873,0.5670675,0.00006870735,0.002049574,0.000142788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953122,0.0003479019,0.0001407054,0.00007316575,0.0000225394,0.0001614097,0.00000102652,0.000005100571,0.00393596],"genre_scores_gemma":[0.9991534,0.00003225771,0.0002337395,0.00005304194,0.00005664162,0.00002606295,0.00002027384,0.000007005975,0.0004176279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3932657,"threshold_uncertainty_score":0.2282911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005872682203947997,"score_gpt":0.2304001026567808,"score_spread":0.2245274204528328,"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."}}