{"id":"W2118941779","doi":"10.3382/ps.2008-00311","title":"The future of poultry science: Student perspective","year":2009,"lang":"en","type":"article","venue":"Poultry Science","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"World Veterinary Poultry Association","keywords":"Poultry farming; Relevance (law); Perspective (graphical); Business; Marketing; Political science; Veterinary medicine; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008223582,0.00008979092,0.00006654559,0.00005163087,0.0006148629,0.00006971654,0.000743172,0.00004326388,0.000002058795],"category_scores_gemma":[0.0001302698,0.00005682931,0.00004419031,0.0006231077,0.001317661,0.00001079429,0.0001198518,0.00008066861,0.000003849984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003592774,"about_ca_system_score_gemma":0.0003788248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004843406,"about_ca_topic_score_gemma":0.000001767677,"domain_scores_codex":[0.9985776,0.00001424772,0.0001333165,0.0004893456,0.0004971573,0.0002883658],"domain_scores_gemma":[0.9988106,0.000004043161,0.00008247943,0.0004526112,0.0005653465,0.00008491668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001901409,0.0000489788,0.009790581,8.231143e-7,0.000002948921,2.674719e-7,0.0001691136,0.00003071029,0.9733017,0.005290843,0.0001483041,0.01119669],"study_design_scores_gemma":[0.0001675602,0.0006247796,0.5934067,0.000005511422,0.000007829192,0.00002344759,0.01742573,0.00001664811,0.3728391,0.0007511922,0.01456423,0.0001672749],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979532,0.002515925,0.00009476976,0.001747342,0.0005576012,0.000128807,0.000001578553,0.000006700789,0.01541529],"genre_scores_gemma":[0.9976386,0.0004641933,0.0003147876,0.0001267521,0.0004813776,0.00000189607,6.996618e-7,0.00000320118,0.00096849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6004627,"threshold_uncertainty_score":0.4854976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004215214735678933,"score_gpt":0.2958917020512155,"score_spread":0.2916764873155366,"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."}}