{"id":"W4353070734","doi":"10.3390/ani13061121","title":"Applications of Technology to Record Locomotion Measurements in Dairy Cows: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Animals","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Systematic review; Biology; MEDLINE","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000858296,0.0003835195,0.003516714,0.0006573296,0.00005601704,0.000008473327,0.000516326,0.000255097,0.00004436234],"category_scores_gemma":[0.0004589975,0.0003173434,0.0003836171,0.001939846,0.00004218506,0.00003331847,0.0002895235,0.0002422512,0.001302072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796757,"about_ca_system_score_gemma":0.00006240216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004150816,"about_ca_topic_score_gemma":0.00002592262,"domain_scores_codex":[0.9969491,0.0002488389,0.001736659,0.0004957003,0.0002858549,0.0002838775],"domain_scores_gemma":[0.9982564,0.0001308363,0.0007010686,0.0006784676,0.000184543,0.00004865689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004275877,0.00006282747,0.00005722823,0.9296579,0.0001414361,0.00001350114,0.00001778695,2.333503e-9,0.000006059352,0.0002136974,0.0004649265,0.06936032],"study_design_scores_gemma":[0.00006111413,0.0003907414,0.00008757992,0.8378404,0.002139633,0.00004359745,0.00006969897,3.204462e-8,3.803662e-7,0.00006518487,0.1589837,0.0003178721],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008219223,0.990967,0.00003947885,0.00006415766,0.00004624762,0.008184417,0.00008977671,0.0001556972,0.0004449696],"genre_scores_gemma":[0.0003373062,0.9888353,0.0001585358,0.00002770237,0.00002508395,0.01040515,0.00003028359,0.00007045202,0.0001102074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1585188,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.238030923894542,"score_gpt":0.4577834384860673,"score_spread":0.2197525145915254,"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."}}