{"id":"W4306362273","doi":"10.3390/ani12202766","title":"Quality and Processability of Modern Poultry Meat","year":2022,"lang":"en","type":"review","venue":"Animals","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Poultry farming; Meat packing industry; Food processing; Quality (philosophy); Agricultural science; Business; Poultry meat; Production (economics); Consumer demand; Biotechnology; Commerce; Agricultural economics; Biology; Food science; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014403,0.000286277,0.001405889,0.00001029583,0.0001578713,0.00002820479,0.0003604148,0.0001726764,0.001343505],"category_scores_gemma":[0.0003020449,0.0001002315,0.0003289976,0.0003069745,0.0001144912,0.00006383983,0.0002637617,0.0002750735,0.000007594664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002009718,"about_ca_system_score_gemma":0.00003220123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002025553,"about_ca_topic_score_gemma":0.00003976504,"domain_scores_codex":[0.9974095,0.0005983407,0.0007728002,0.0006552401,0.0003298057,0.0002342633],"domain_scores_gemma":[0.9986463,0.0006238256,0.0004607913,0.0001286305,0.00005149292,0.00008892571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001175078,0.00007563749,0.0005262239,0.005775249,0.00002552438,7.135531e-7,0.00003391769,4.857335e-9,0.000391221,0.0004937013,0.00006455996,0.9926015],"study_design_scores_gemma":[0.00003067337,0.0001727231,0.003419996,0.0003196053,0.00009355476,0.000007310896,0.0000995674,2.189064e-7,0.00001189274,0.002631073,0.9929121,0.0003012919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02094801,0.9763559,1.343006e-7,0.00007233597,0.00003661075,0.0004585398,0.0002359441,0.00004246824,0.001850134],"genre_scores_gemma":[0.0121179,0.987341,0.00002111262,0.0000359079,0.0001624681,0.0000404419,0.00009405205,0.000001962067,0.0001851719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9928476,"threshold_uncertainty_score":0.9995694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2675307503432365,"score_gpt":0.3825202099825566,"score_spread":0.1149894596393201,"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."}}