{"id":"W2602919973","doi":"10.2134/agronj2016.07.0420","title":"Long‐Term Crop Rotation Effects on Production, Grain Quality, Profitability, and Risk in the Northern Great Plains","year":2017,"lang":"en","type":"article","venue":"Agronomy Journal","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"","keywords":"Crop rotation; Agronomy; Canola; Cropping; Cropping system; Field pea; Crop; Environmental science; Agriculture; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009738675,0.0001333897,0.0001346983,0.000009686779,0.001578279,0.0004010522,0.0003862204,0.00005822139,0.00001670691],"category_scores_gemma":[0.0003081244,0.00003453863,0.00006690712,0.00007060809,0.000143182,0.0003487657,0.00005800178,0.0003282861,0.00001211825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003838965,"about_ca_system_score_gemma":0.000008310974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005662313,"about_ca_topic_score_gemma":0.012212,"domain_scores_codex":[0.9987136,0.0003692484,0.0002175662,0.0002472691,0.000230197,0.0002220852],"domain_scores_gemma":[0.9992798,0.0001899359,0.0002830603,0.0001012053,0.00006995889,0.00007601887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002443739,0.00003939358,0.8354844,0.000004710865,0.000005937034,0.000006525353,0.0003771176,0.000006045385,0.0007237174,0.00002732738,0.00009030765,0.1632101],"study_design_scores_gemma":[0.0001683079,0.0001971483,0.9977124,0.00004628317,0.00001071136,0.00006722626,0.0003208091,0.000001577485,0.000402355,0.0007741033,0.0001857802,0.0001132917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946592,0.0001492106,0.000002207568,0.004385142,0.0001659534,0.0003869426,0.000002614748,0.000009635654,0.0002390957],"genre_scores_gemma":[0.9989272,0.0002585705,0.00001676396,0.00004463895,0.0005627325,0.00001779758,0.000004072028,5.961398e-7,0.0001676574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630968,"threshold_uncertainty_score":0.9997215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924111309631744,"score_gpt":0.2659973312849857,"score_spread":0.2467562181886683,"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."}}