{"id":"W4410034966","doi":"10.3390/horticulturae11050494","title":"Quantifying Yield Losses in Canola (Brassica napus) Caused by Verticillium longisporum","year":2025,"lang":"en","type":"article","venue":"Horticulturae","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Canola Producers Commission; Canola Council of Canada; Saskatchewan Canola Development Commission","keywords":"Canola; Brassica; Agronomy; Yield (engineering); Verticillium; Biology; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002171482,0.0001987432,0.0002619079,0.00003196632,0.0001889802,0.0001571788,0.0003803959,0.0001513206,0.0002832502],"category_scores_gemma":[0.0003135153,0.00007453396,0.00007987206,0.0008611425,0.0000835205,0.0001776206,0.0001241599,0.0002900743,0.0000883627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009400964,"about_ca_system_score_gemma":0.00003006595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003536273,"about_ca_topic_score_gemma":0.02922302,"domain_scores_codex":[0.9981625,0.00007780497,0.0003344838,0.0004271296,0.0003237598,0.0006743019],"domain_scores_gemma":[0.9992349,0.0004169933,0.00005328544,0.00009243395,0.00007411305,0.000128283],"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":[0.00002861034,0.0001216334,0.09701316,0.00001638899,0.00002143609,0.00004394998,0.00006798805,0.000004025824,0.8687636,0.0002395621,0.02632884,0.007350831],"study_design_scores_gemma":[0.000218425,0.00009366991,0.8104885,0.0001796838,0.00001696016,0.000005481934,0.0006674084,0.0001069764,0.1462058,0.0000592822,0.0416186,0.0003392122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912717,0.000780071,0.000001580863,0.00473017,0.0001486504,0.0002726141,0.00005416145,0.0000922261,0.002648855],"genre_scores_gemma":[0.9969496,0.0001467639,0.000008013742,0.0004288225,0.00004739123,0.00003912405,0.00009414776,0.000001083826,0.002285089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7225577,"threshold_uncertainty_score":0.9884911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207119738886169,"score_gpt":0.2784004380678423,"score_spread":0.2363292406789806,"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."}}