{"id":"W4384207444","doi":"10.1002/csc2.21054","title":"Crop Science","year":2023,"lang":"en","type":"article","venue":"Crop Science","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agricultural Center, Louisiana State University; University of Agriculture, Faisalabad; South Australian Research and Development Institute; Universidad de Buenos Aires; College of Engineering, Michigan State University; Chinese Academy of Agricultural Sciences; Chinese Academy of Sciences; University of Jinan; Clemson University; Teagasc; University of Wisconsin-Madison; Universidad Nacional de Rosario; Louisiana State University; University of Illinois at Urbana-Champaign; Auburn University; Michigan State University; Universität Hohenheim; Oklahoma State University; University of Minnesota; China Agricultural University; University of Missouri; Punjab Agricultural University; McGill University; North Carolina State University; Institute of Crop Sciences, Chinese Academy of Agricultural Sciences; Purdue University; Agricultural Research Service; Cotton Incorporated; Oregon State University; City University of New York; U.S. Department of Agriculture","keywords":"Citation; Crop; Biology; Library science; Computer science; Agronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009943779,0.0009416901,0.0005877441,0.002101509,0.001160928,0.003029747,0.0008193698,0.001451101,0.4345401],"category_scores_gemma":[0.001785421,0.0003448535,0.0003513932,0.002217953,0.0006619103,0.001483994,0.001491241,0.001946362,0.3802513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567304,"about_ca_system_score_gemma":0.002787148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003626927,"about_ca_topic_score_gemma":0.007729998,"domain_scores_codex":[0.9993579,0.00004174891,0.0000219977,0.0001197374,0.0004069433,0.00005169151],"domain_scores_gemma":[0.9987626,0.00008729,0.00007015721,0.0002262492,0.0005999331,0.0002538352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006340785,0.0000816786,0.0005761632,0.0002086203,0.000006916952,0.00007318229,0.00004530093,0.00007455127,0.004549292,0.009559765,0.6345444,0.3502167],"study_design_scores_gemma":[0.000004146288,0.000009672807,0.0004692264,0.00002308038,0.000001580067,0.00003217867,0.00001263765,0.00003062331,0.0003892205,0.0009719449,0.9980538,0.000001907395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001165066,0.005719255,0.002586317,0.007454411,0.003335891,0.0001409387,0.00397257,0.001159524,0.974466],"genre_scores_gemma":[0.003410901,0.004579096,0.001226002,0.001597174,0.0008356341,0.00006172793,0.002869756,0.0001569456,0.9852626],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.56546,"threshold_uncertainty_score":0.80656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985536651302706,"score_gpt":0.2479006136462046,"score_spread":0.2180452471331775,"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."}}