{"id":"W2125463967","doi":"10.1017/s1751731114002766","title":"Hand-held lactate analyzer as a tool for the real-time measurement of physical fatigue before slaughter and pork quality prediction","year":2014,"lang":"en","type":"article","venue":"animal","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cargill (Canada); Agriculture and Agri-Food Canada; Université Laval","funders":"","keywords":"Longissimus Thoracis; Animal science; Blood lactate; Stunning; Longissimus muscle; Medicine; Biology; Internal medicine; Tenderness; Blood pressure; Heart rate","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":[0.0009634863,0.0006194034,0.0006549675,0.0007419247,0.0001557793,0.0004367451,0.0003753123,0.000544283,0.001112302],"category_scores_gemma":[0.0008452531,0.0002351921,0.0002037133,0.0006461171,0.0001533686,0.0002826144,0.0002291776,0.0003190807,0.0004127924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001586509,"about_ca_system_score_gemma":0.0002449632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230635,"about_ca_topic_score_gemma":0.002173835,"domain_scores_codex":[0.9992965,0.0002180924,0.0000365199,0.0001811066,0.000229901,0.00003778492],"domain_scores_gemma":[0.9994538,0.0001736155,0.0001679885,0.00003775305,0.0001214628,0.0000454348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006250526,0.0006204602,0.2818245,0.0004756054,0.0002237308,0.0003051099,0.0003450705,0.001650181,0.5606656,0.00009743988,0.0008583976,0.1466834],"study_design_scores_gemma":[0.0001730186,0.006791655,0.8991949,0.00006609362,0.0002575431,0.001816826,0.0002558867,0.02387731,0.06521557,0.0001145914,0.002147311,0.00008941298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489341,0.002059517,0.0454195,0.00005643423,0.00007863833,0.000200685,0.001084041,0.0004773017,0.001689704],"genre_scores_gemma":[0.9478848,0.0008713692,0.04717463,0.0001396156,0.00008053911,0.0003276598,0.0008880513,0.00005369955,0.002579634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001230635,"threshold_uncertainty_score":0.005095422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05687841422529434,"score_gpt":0.2866502451815086,"score_spread":0.2297718309562143,"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."}}