{"id":"W7091610214","doi":"10.5683/sp3/csgfd4","title":"Supplemental materials: Ontario dairy veterinarians’ perspectives on down cow care, producer decision making, and implementation of recommended practices: A qualitative interview study","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Qualitative research; Interview; Semi-structured interview; Qualitative analysis; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002523425,0.0004801168,0.0009019015,0.0003978781,0.0007148464,0.00006944129,0.0003352868,0.0002119002,0.002982146],"category_scores_gemma":[0.0008983825,0.0004180835,0.00008001603,0.0001850444,0.00006752917,0.0004030514,0.0006567345,0.0007055434,0.000007846395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039603,"about_ca_system_score_gemma":0.001038086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4623633,"about_ca_topic_score_gemma":0.6134202,"domain_scores_codex":[0.9931152,0.003769116,0.001370405,0.0008841458,0.0004583781,0.0004026822],"domain_scores_gemma":[0.9936212,0.002098311,0.00276282,0.000897339,0.0005528553,0.00006750293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008613624,0.0004976716,0.0004460891,0.001131531,0.0004236435,0.000009879307,0.3405069,1.791092e-8,0.000004590778,0.00002060923,0.6549364,0.001161295],"study_design_scores_gemma":[0.0009741214,0.001561449,0.005829254,0.0008803705,0.0003331287,0.000003016356,0.5007719,8.819029e-9,0.000001857626,0.00001836267,0.4894491,0.0001774274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05140714,0.000342292,0.000004227128,0.001459319,0.001085283,0.003801224,0.9415502,0.00002593086,0.0003243781],"genre_scores_gemma":[0.024667,0.001278072,0.0005885691,0.0005492267,0.000264938,0.001913315,0.9705481,0.00002532642,0.0001654615],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1654873,"threshold_uncertainty_score":0.9998271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2762023894547878,"score_gpt":0.5841400100854705,"score_spread":0.3079376206306827,"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."}}