{"id":"W4283032542","doi":"10.3390/agronomy12061444","title":"Analysis of Relationship between Soybean Relative Maturity Group, Crop Heat Units and ≥10 °C Active Accumulated Temperature","year":2022,"lang":"en","type":"article","venue":"Agronomy","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Germplasm; Cultivar; Crop; Agriculture; China; Agronomy; Biology; Mathematics; Geography; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001639287,0.0001001486,0.0001872395,0.00004129351,0.0004099992,0.00002668756,0.0001110332,0.00007061057,0.0005205867],"category_scores_gemma":[0.00004683997,0.00004868762,0.00006710333,0.001575782,0.0000480346,0.0001164017,0.0001013528,0.0001891329,0.000001881898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003508568,"about_ca_system_score_gemma":0.000007358671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002229457,"about_ca_topic_score_gemma":0.00009430834,"domain_scores_codex":[0.9991466,0.0001704078,0.0001810299,0.0002340518,0.0001453951,0.0001225046],"domain_scores_gemma":[0.9993389,0.0003752037,0.00009334551,0.00005562791,0.00008360722,0.00005329668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004590672,0.00004796814,0.9838566,0.000002715169,0.0003445021,6.7731e-7,0.0009948011,0.0001728406,0.01037262,0.001037085,0.0002072412,0.002917104],"study_design_scores_gemma":[0.0001093575,0.0001090131,0.9961437,0.000002924349,0.000206393,3.026604e-7,0.00101686,0.00008924025,0.0004892709,0.0005774167,0.001144395,0.000111157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986803,0.0001074807,0.000002292269,0.0003179358,0.0000160781,0.000162539,0.0001941576,0.00002031314,0.0004989231],"genre_scores_gemma":[0.9982802,0.00000218245,0.00003499018,0.00003247822,0.00003577843,0.00001553265,0.00127594,9.194405e-7,0.000321947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228713,"threshold_uncertainty_score":0.570006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.042044495351739,"score_gpt":0.2465361637425283,"score_spread":0.2044916683907893,"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."}}