{"id":"W4396870692","doi":"10.1017/aae.2024.13","title":"Grazing Management Plan Adoption and Objective Prioritization in U.S. Cow-Calf and Stocker Operations","year":2024,"lang":"en","type":"article","venue":"Journal of Agricultural and Applied Economics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Prioritization; Grazing; Plan (archaeology); Cow-calf; Business; Agricultural science; Operations management; Geography; Process management; Animal science; Engineering; Environmental science; Biology; Agronomy; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001152156,0.0001090271,0.00007713654,0.0007073221,0.0001944813,0.0005592038,0.0001936915,0.0001438069,0.001239567],"category_scores_gemma":[0.003361468,0.00008408868,0.0001436753,0.0009709348,0.0002232982,0.0003960062,0.0004468871,0.0003746398,0.00008169979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006839617,"about_ca_system_score_gemma":0.0005513503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03773618,"about_ca_topic_score_gemma":0.09312747,"domain_scores_codex":[0.9995647,0.0001239129,0.00003802,0.00006836841,0.00009895268,0.0001060868],"domain_scores_gemma":[0.9960465,0.0007658588,0.002379006,0.00008232603,0.0003252855,0.0004009724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002761408,0.00003312745,0.9964474,0.00000380364,0.0000134616,0.00001972432,0.0001410657,0.0001412804,0.0001165819,0.00005108582,0.0001210854,0.00288369],"study_design_scores_gemma":[0.000001229339,0.00003305171,0.9983371,0.000007184818,0.00000375893,0.0000209362,0.0009364534,0.0003246922,0.00005274068,0.00002540265,0.0002552544,0.000002015898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994799,0.00002782698,0.00004917433,0.00004548515,0.000001220347,0.000002602637,0.0001179598,8.387129e-7,0.0002749386],"genre_scores_gemma":[0.9993752,0.00005107327,0.0001162649,0.00002083282,0.000001889267,0.000003244995,0.0002863589,6.625913e-7,0.0001444859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03773618,"threshold_uncertainty_score":0.07503307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762066783213713,"score_gpt":0.1827601746497622,"score_spread":0.1551395068176251,"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."}}