{"id":"W4394840768","doi":"10.3138/jvme-2023-0164","title":"An Exploratory Qualitative Content Analysis of First-Year Veterinary Students’ Perspectives on Conflict","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conflict management; Teamwork; Conflict resolution; Psychology; Content analysis; Health care; Qualitative research; Feeling; Social psychology; Exploratory research; Medical education; Nursing; Medicine; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003829372,0.0002042889,0.0006274271,0.0009693952,0.0002937182,0.00003115179,0.0004062257,0.0001693961,0.001873561],"category_scores_gemma":[0.001873062,0.0001612024,0.0002723698,0.000788595,0.0001866232,0.0007471216,0.00009143387,0.0008607779,0.0000626115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003708758,"about_ca_system_score_gemma":0.001606662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005061103,"about_ca_topic_score_gemma":0.000007018683,"domain_scores_codex":[0.995183,0.001889621,0.001243648,0.0002965958,0.001126137,0.0002610246],"domain_scores_gemma":[0.9957296,0.00191118,0.0007421041,0.0003298197,0.0009086115,0.0003786561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00301542,0.005041543,0.01572496,0.0008504629,0.004347165,0.0001952634,0.9486492,0.00001350225,0.001644781,0.00197707,0.0140994,0.004441257],"study_design_scores_gemma":[0.0005879824,0.007101895,0.04648217,0.001314,0.0007419427,0.00007766562,0.8886514,0.00008830187,0.000006024982,0.00005222469,0.05472216,0.0001742069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881226,0.002909388,0.0003130239,0.004470492,0.0034039,0.0002359641,0.00001689295,0.00003074427,0.0004969288],"genre_scores_gemma":[0.9952477,0.002441542,0.0004457838,0.000570033,0.0008538838,0.00007837709,0.00001856135,0.00002513687,0.0003189902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05999775,"threshold_uncertainty_score":0.9990389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6219271501796539,"score_gpt":0.6318277871174013,"score_spread":0.009900636937747342,"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."}}