{"id":"W3005726044","doi":"10.1002/agj2.20182","title":"Economics of pulse crop frequency and sequence in a wheat‐based rotation","year":2020,"lang":"en","type":"article","venue":"Agronomy Journal","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Alberta Ministry of Agriculture and Forestry; Agriculture Food and Rural Development; Agriculture and Agri-Food Canada","funders":"","keywords":"Crop rotation; Crop; Field pea; Agronomy; Cropping; Biology; Sativum; Brassica; Cropping system; Mathematics; Agriculture; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000219107,0.00007686407,0.0001514118,0.00001115192,0.00005958912,0.00007432305,0.0001293528,0.00004175539,0.0002109618],"category_scores_gemma":[0.00003598296,0.00003422165,0.00004596372,0.0000702984,0.00003682729,0.0003874456,0.00001985871,0.0001400053,0.000007074685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004114309,"about_ca_system_score_gemma":0.00003029021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005145104,"about_ca_topic_score_gemma":0.000206077,"domain_scores_codex":[0.9993047,0.00006788792,0.0003245896,0.0001356691,0.00004050749,0.0001266239],"domain_scores_gemma":[0.9995413,0.00007978591,0.0002272952,0.0000213212,0.00003107015,0.00009921726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002425104,0.0001360644,0.338182,0.0000547267,0.00006248223,0.00002990909,0.001920715,0.0008267336,0.3207887,0.001348233,0.0005127526,0.3358952],"study_design_scores_gemma":[0.002241936,0.002200228,0.9363784,0.0004366298,0.00005531909,0.0002908173,0.005179305,0.02061978,0.006497977,0.002565456,0.0225822,0.0009519597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994422,0.0002684683,0.00006159372,0.004330064,0.00004838424,0.00008350334,0.000005900104,0.000005391338,0.0007747623],"genre_scores_gemma":[0.9989914,0.00008629798,0.0004487933,0.0003090921,0.0001472686,0.000002720844,0.000004093944,6.391818e-7,0.000009691146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5981964,"threshold_uncertainty_score":0.2309884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04578818003372984,"score_gpt":0.2398086898620787,"score_spread":0.1940205098283488,"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."}}