{"id":"W4385275423","doi":"10.1016/j.psj.2023.102966","title":"Research Note: Validation of a low-cost accelerometer to measure physical activity in 30 to 32-d-old male Ross 708 broilers","year":2023,"lang":"en","type":"article","venue":"Poultry Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Measure (data warehouse); Accelerometer; Animal science; Physical activity; Mathematics; Medicine; Physical therapy; Biology; Computer science; Data mining","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":[0.001066337,0.00009015753,0.0001578722,0.0001073587,0.000212291,0.00005864467,0.0005509302,0.00005779609,0.0001404514],"category_scores_gemma":[0.000367733,0.00004249389,0.0000464981,0.004765383,0.0002233085,0.0002529473,0.0002211346,0.0001894167,0.0005819455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000611689,"about_ca_system_score_gemma":0.00003309749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003631467,"about_ca_topic_score_gemma":0.00007440615,"domain_scores_codex":[0.9981596,0.0001323479,0.0001177445,0.0004576654,0.0006332108,0.000499429],"domain_scores_gemma":[0.9991618,0.0002938998,0.00003262734,0.00008961359,0.0002216134,0.0002004019],"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":[0.00006662593,0.000129227,0.0099702,0.00000527494,6.024021e-7,0.000001442431,0.0002108918,0.00006827918,0.9679139,0.00006549673,0.0005882024,0.0209799],"study_design_scores_gemma":[0.00008518259,0.0002259984,0.9037535,0.00003421261,6.538291e-7,7.259885e-7,0.000348945,0.0001523175,0.094686,0.0001696752,0.0004385631,0.0001042857],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996312,0.00000134046,0.000004801189,0.002639076,0.00006781054,0.0003329268,0.00003807485,0.00003027775,0.0005736891],"genre_scores_gemma":[0.9994202,0.000003426477,0.00004506639,0.0001673469,0.0001019631,0.00004275431,0.000006909604,8.356591e-7,0.0002114853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8937832,"threshold_uncertainty_score":0.7479925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484399682641661,"score_gpt":0.3803151399887887,"score_spread":0.2318751717246226,"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."}}