{"id":"W3195652956","doi":"10.1139/cjps-2021-0153","title":"AAC Profit field pea","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Agriculture and Agri-Food Canada","funders":"","keywords":"Sativum; Powdery mildew; Field pea; Biology; Mycosphaerella; Cultivar; Horticulture; Fusarium wilt; Pisum; Fusarium oxysporum; Blight; Agronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001833936,0.00004434831,0.00007191786,0.00001353164,0.000292106,0.00005567514,0.0002238772,0.00001785541,0.0004977889],"category_scores_gemma":[0.00009033262,0.00001686625,0.00003252858,0.0002174618,0.0001574931,0.00007698879,0.00002134685,0.00006936026,0.00001723404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003350521,"about_ca_system_score_gemma":0.0001677793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119194,"about_ca_topic_score_gemma":0.02580367,"domain_scores_codex":[0.9994149,0.00001041197,0.0001075192,0.00009098684,0.00016317,0.0002130749],"domain_scores_gemma":[0.9995308,0.00003477975,0.00004825681,0.00002302029,0.00004822156,0.0003149532],"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":[0.00000830783,0.00001537888,0.3934373,0.000004950308,0.00001330155,0.0008630626,0.000551518,0.00002416336,0.5365028,0.0004863245,0.01797204,0.05012078],"study_design_scores_gemma":[0.00006080683,0.0002106485,0.8693715,0.00003023643,0.000007634952,0.0006111456,0.001730841,0.000007930899,0.03557637,0.0002613398,0.09201025,0.0001213463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937026,0.0004844218,0.000002538265,0.003117365,0.0002503611,0.00001774165,0.00002947131,0.000001199475,0.002394286],"genre_scores_gemma":[0.998926,0.00004377138,0.0001198905,0.0004771787,0.00009990003,2.474916e-7,0.000001489836,1.587201e-7,0.0003313455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5009265,"threshold_uncertainty_score":0.9919729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480621012337825,"score_gpt":0.1719817586543946,"score_spread":0.1571755485310163,"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."}}