{"id":"W6907634367","doi":"10.22004/ag.econ.301176","title":"Development of a Profitability Analysis Prototype with Multidimensional Benchmarks for Dairy Herds","year":2019,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Benchmarking; Profit (economics); Herd; Visualization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003982365,0.001726215,0.001229803,0.002707681,0.0005788697,0.003980997,0.003877041,0.001514538,0.01992658],"category_scores_gemma":[0.0112757,0.001199779,0.001649529,0.001722236,0.0004894931,0.003236479,0.002428352,0.001644928,0.003792623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029912,"about_ca_system_score_gemma":0.001175176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004874816,"about_ca_topic_score_gemma":0.003637219,"domain_scores_codex":[0.9987733,0.0002411131,0.0001449118,0.0002156319,0.0005033499,0.0001216628],"domain_scores_gemma":[0.9930392,0.00459517,0.0002320443,0.0006621514,0.00109582,0.0003757014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003230106,0.001415199,0.01714567,0.003541733,0.0004790705,0.003098275,0.008372782,0.07705326,0.04889301,0.02114544,0.1265046,0.6891209],"study_design_scores_gemma":[0.001120031,0.0009324888,0.0132667,0.001259875,0.0002936233,0.001906714,0.001260387,0.6972184,0.05137941,0.02347443,0.2072304,0.0006575097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02502278,0.0002857469,0.7632593,0.0005158199,0.000125728,0.001144568,0.005784917,0.1940805,0.009780609],"genre_scores_gemma":[0.1482191,0.0005205513,0.818917,0.0002755177,0.00006524113,0.001868251,0.007706677,0.014611,0.007816776],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01992658,"threshold_uncertainty_score":0.06666106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237394654876779,"score_gpt":0.3024226129202391,"score_spread":0.2500486663714713,"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."}}