{"id":"W2237922377","doi":"10.1016/j.applanim.2015.12.005","title":"Validation of HOBO Pendant ® data loggers for automated step detection in two age classes of male turkeys: growers and finishers","year":2016,"lang":"en","type":"article","venue":"Applied Animal Behaviour Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Guelph","funders":"University of Guelph; Poultry Industry Council; Canadian Poultry Research Council","keywords":"Data logger; False positive paradox; Animal science; Toxicology; Veterinary medicine; Mathematics; Biology; Statistics; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003957007,0.00009160273,0.0001678171,0.00003658538,0.00008899858,0.00001912225,0.0003660736,0.00004480395,0.00003552856],"category_scores_gemma":[0.00004824088,0.00003897215,0.00002448441,0.0003634945,0.0005254176,0.0002596981,0.0001260818,0.00003925354,0.000001518848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001557719,"about_ca_system_score_gemma":0.00001579548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002283794,"about_ca_topic_score_gemma":0.0002411069,"domain_scores_codex":[0.9989817,0.00002438883,0.0002372191,0.0003856975,0.0001633038,0.0002076621],"domain_scores_gemma":[0.9994906,0.0001577917,0.0001501026,0.00008497045,0.00006004624,0.00005651047],"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":[0.0001338703,0.00005893591,0.02838087,0.000006461436,0.000001183749,5.984265e-7,0.00001915946,6.360978e-7,0.9672973,0.0004460742,0.00002678234,0.003628124],"study_design_scores_gemma":[0.0004780109,0.0005069109,0.7931595,0.00002334132,0.00001037447,0.000003903447,0.0003651637,0.0002760202,0.2048536,0.0001564788,0.00004320763,0.0001235621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992749,0.000009655681,0.00003706934,0.0001082407,0.00003309074,0.0002540778,0.000133604,0.00003317836,0.0001161593],"genre_scores_gemma":[0.999335,0.00001489905,0.0005578646,0.000020703,0.0000163245,0.00001505616,0.00003168072,9.153162e-7,0.000007561796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7647786,"threshold_uncertainty_score":0.1935923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367784891391435,"score_gpt":0.2944062948838538,"score_spread":0.2507284459699394,"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."}}