{"id":"W7092187808","doi":"10.36380/jwpr.2025.31","title":"Assessing Performance and Economic Efficiency of Table Eggs Production in Southern Togo","year":2025,"lang":"en","type":"article","venue":"Journal of World s Poultry Research","topic":"Livestock and Poultry Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"Inefficiency; Allocative efficiency; Production (economics); Economic efficiency; Table (database); Production function; Production–possibility frontier; Flock","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002074515,0.00005833339,0.0001530675,0.0001532623,0.0001333799,0.00007679662,0.0002025327,0.00002929013,0.00007837905],"category_scores_gemma":[0.00008851584,0.00002432928,0.00002949971,0.000651553,0.00008168666,0.0002928123,0.00008286982,0.0002895972,0.000004546695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006157182,"about_ca_system_score_gemma":0.0000483496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001970637,"about_ca_topic_score_gemma":0.0001624752,"domain_scores_codex":[0.9989848,0.0001409797,0.0003245729,0.0001272459,0.0002189714,0.0002034244],"domain_scores_gemma":[0.9994749,0.0001861224,0.0001196634,0.00004236459,0.0001369919,0.0000399355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042689,0.0001416126,0.9023635,0.00007647993,0.00001545419,0.000002876683,0.0002816302,0.0003196734,0.04135556,0.0001890945,0.001138683,0.05401115],"study_design_scores_gemma":[0.0003837619,0.0003842056,0.9716389,0.0005423502,0.000009988899,0.00001091836,0.01159618,0.0002612442,0.005952905,0.0007653933,0.008329459,0.0001246843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992477,0.0002869418,0.000001125082,0.002101725,0.0001394558,0.0001143346,0.000001396125,0.000002664669,0.004875383],"genre_scores_gemma":[0.9937068,0.0001403292,0.0000565655,0.0000139694,0.0001544666,0.000001977975,6.511594e-7,4.888597e-7,0.005924709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06927539,"threshold_uncertainty_score":0.1258172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05639337453946325,"score_gpt":0.3527147396754772,"score_spread":0.296321365136014,"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."}}