{"id":"W4396962614","doi":"10.3390/dairy5020024","title":"Good Handling Practices Have Positive Impacts on Dairy Calf Welfare","year":2024,"lang":"en","type":"article","venue":"Dairy","topic":"Animal health and immunology","field":"Veterinary","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Welfare; Animal welfare; Business; Dairy cattle; Natural resource economics; Animal science; Economics; Biology; Ecology","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":[0.0008291368,0.0003227603,0.0002409861,0.0002836474,0.0003453763,0.0005483362,0.0002660932,0.0003499053,0.001354285],"category_scores_gemma":[0.001901977,0.0001293223,0.0001984737,0.0001723412,0.0004356993,0.000280137,0.0005023961,0.000293847,0.0001058555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865106,"about_ca_system_score_gemma":0.0003547485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952052,"about_ca_topic_score_gemma":0.005525173,"domain_scores_codex":[0.9991006,0.0003371231,0.00005381011,0.0001488661,0.0001904226,0.0001691436],"domain_scores_gemma":[0.9969984,0.0007042385,0.001357822,0.0001784611,0.000209783,0.0005511912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009636306,0.007014502,0.5822946,0.0007963115,0.0006556195,0.001044813,0.001542649,0.0008551421,0.2680134,0.000181663,0.0006652292,0.1272997],"study_design_scores_gemma":[0.00003661701,0.00826698,0.9858189,0.00003541357,0.00008972172,0.0001606568,0.000612206,0.000223522,0.003960819,0.00006818304,0.0007118866,0.00001507592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999307,0.0002322186,0.0001040217,0.00003892624,0.00000540634,0.00001071606,0.00003200669,0.00000433435,0.0002654376],"genre_scores_gemma":[0.9987017,0.000247185,0.0005180098,0.00004750244,0.00001247666,0.00001686338,0.00009314392,0.000002166915,0.0003609554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001952052,"threshold_uncertainty_score":0.004530489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07174288227601026,"score_gpt":0.3931442707763541,"score_spread":0.3214013885003438,"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."}}