{"id":"W7103300018","doi":"","title":"Know Your Barley","year":2014,"lang":"","type":"article","venue":"NDSU Repository (North Dakota State University)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Hordeum vulgare; Plant production; Government (linguistics); Cultivar; Crop","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002336427,0.000507366,0.0005367686,0.0001201608,0.001332295,0.0002149936,0.0009172408,0.0003302736,0.0005134183],"category_scores_gemma":[0.00002520976,0.0003016783,0.0003484317,0.0008908376,0.0004039019,0.0002571348,0.0003911454,0.0004500543,0.0002448301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008965769,"about_ca_system_score_gemma":0.00007892645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006623248,"about_ca_topic_score_gemma":0.001366082,"domain_scores_codex":[0.9966468,0.000579488,0.0004474941,0.001038428,0.0003748609,0.0009129483],"domain_scores_gemma":[0.9983359,0.0001585382,0.0003051581,0.0003289228,0.0002871101,0.0005843506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008909444,0.001220076,0.5651709,0.000171836,0.000411019,0.00208199,0.001507605,0.0006185118,0.1295543,0.003485601,0.01478076,0.2801065],"study_design_scores_gemma":[0.0005711043,0.001362678,0.2237604,0.00005168773,0.0001505264,0.00006496115,0.0003252613,0.0003748786,0.001887492,0.000124197,0.7705634,0.0007633378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033973,0.0005662311,0.00007780675,0.0004004512,0.001793891,0.0002528458,0.00009848177,0.00009994033,0.09331311],"genre_scores_gemma":[0.882208,0.001324114,0.00007284818,0.0001505117,0.0009105021,6.68686e-7,0.00007837672,0.000006275385,0.1152487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7557827,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138793703555095,"score_gpt":0.1751272616659025,"score_spread":0.1637393246303515,"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."}}