{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004464396,0.0004725174,0.000576426,0.0008779333,0.002393475,0.007279777,0.001028926,0.007204698,0.01018978],"category_scores_gemma":[0.004836249,0.0001379786,0.0003753817,0.0006403066,0.003583253,0.006752178,0.003380046,0.007107713,0.002160528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747675,"about_ca_system_score_gemma":0.004279103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059262,"about_ca_topic_score_gemma":0.002076547,"domain_scores_codex":[0.9984637,0.0007111169,0.00006825,0.0001391707,0.0002738775,0.0003439285],"domain_scores_gemma":[0.9918848,0.001975578,0.0003899555,0.0001400175,0.001508345,0.004101357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002805717,0.000510361,0.004846986,0.001485839,0.00003470845,0.0009020279,0.004338267,0.0006023609,0.001048883,0.1224092,0.6336599,0.2298809],"study_design_scores_gemma":[0.00002729415,0.0004513448,0.001916596,0.001040456,0.00001490334,0.0006953991,0.008893255,0.0002814836,0.0002217663,0.03682012,0.9496101,0.00002715097],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002962352,0.1086967,0.000390386,0.8496541,0.02446637,0.000006677267,0.00003079289,0.00002093336,0.01377158],"genre_scores_gemma":[0.1712119,0.3046112,0.001608095,0.3714853,0.1144355,0.00004878514,0.00008502424,0.00003962325,0.03647459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01018978,"threshold_uncertainty_score":0.03408819,"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."}}