{"id":"W6985065496","doi":"","title":"Iowa Beef Center","year":2018,"lang":"en","type":"article","venue":"Iowa State University Digital Repository (Iowa State University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beef cattle; Grazing; Nova scotia; Phone; Beef industry; Ice calving; Cover crop; Social media; Silage; Cover (algebra)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001400156,0.000404154,0.0005768447,0.0009260129,0.0009089358,0.000454019,0.0009103954,0.0001227178,0.0006949667],"category_scores_gemma":[0.00003550121,0.000553618,0.0003440565,0.0007505991,0.0009497058,0.00231463,0.0007378073,0.0002316958,0.008170999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008523952,"about_ca_system_score_gemma":0.00009291343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004148404,"about_ca_topic_score_gemma":0.00008580076,"domain_scores_codex":[0.9974066,0.00003394108,0.0004538168,0.00115944,0.0001214266,0.0008247555],"domain_scores_gemma":[0.9982023,0.00006542324,0.000483345,0.0006299975,0.00021297,0.0004059384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002316356,0.001804772,0.2942715,0.0002040846,0.002950439,0.004489975,0.01684264,0.0004486209,0.0002504864,0.1152996,0.5545596,0.006561945],"study_design_scores_gemma":[0.001693274,0.0001874788,0.003856929,0.00002889328,0.00002648019,0.00001738585,0.004008462,0.0001709749,0.0001705109,0.0009970898,0.9881214,0.0007211386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2757363,0.00005165424,0.001003994,0.00007386892,0.002061454,0.0002243648,0.002051296,0.0001967326,0.7186003],"genre_scores_gemma":[0.4228423,0.0001122392,0.0001157431,0.00006750006,0.00008534957,1.176649e-7,0.00003110115,0.00002642498,0.5767192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4335618,"threshold_uncertainty_score":0.9996915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651465374895608,"score_gpt":0.1573655354678428,"score_spread":0.1408508817188867,"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."}}