{"id":"W4307042753","doi":"10.1139/cjps-2022-0123","title":"AAC Julius field pea","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Field pea; Powdery mildew; Sativum; Mycosphaerella; Biology; Fusarium; Pisum; Septoria; Horticulture; Root rot; Blight; Agronomy; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001879972,0.0006222691,0.0004636878,0.001681023,0.001103578,0.0006331082,0.0006592727,0.0002701902,0.01341674],"category_scores_gemma":[0.0001770633,0.0001736498,0.0003433185,0.0007340896,0.0002235097,0.000318295,0.0005565435,0.0005495792,0.004853125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676795,"about_ca_system_score_gemma":0.0007125285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0229003,"about_ca_topic_score_gemma":0.05132332,"domain_scores_codex":[0.999665,0.00001806383,0.00001660591,0.00009280167,0.0001355929,0.0000719184],"domain_scores_gemma":[0.9997204,0.00001763628,0.00002592116,0.00003128437,0.00008931879,0.0001154093],"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":[0.001317823,0.0007219133,0.01071553,0.0002160505,0.00004507152,0.001136656,0.0003599894,0.0001894938,0.9149457,0.002293615,0.0101977,0.05786056],"study_design_scores_gemma":[0.0003121563,0.004285758,0.3504727,0.0001427528,0.0001635669,0.004723319,0.0008208803,0.00156131,0.1407469,0.0008938419,0.4957294,0.0001474664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8762172,0.001240125,0.003661711,0.0001951996,0.0001807434,0.0005532631,0.01038599,0.001173439,0.1063923],"genre_scores_gemma":[0.7734414,0.001259251,0.01331581,0.0003883235,0.00005743688,0.0004611143,0.03176885,0.0003955096,0.1789123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9770997,"threshold_uncertainty_score":0.04553401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199997547943502,"score_gpt":0.2016008611214032,"score_spread":0.1796008856419681,"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."}}