{"id":"W3012839196","doi":"","title":"Emotional regulation in veterinary work: Do you know your comfort zone?","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of the Fraser Valley","funders":"","keywords":"Work (physics); Work zone; Veterinary medicine; Need to know; Psychology; Medical education; Business; Medicine; Engineering; Computer science; Mechanical engineering; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005576372,0.0001164971,0.0001880265,0.00008186579,0.0003404538,0.00001371524,0.0001095296,0.000100518,0.0005319063],"category_scores_gemma":[0.0003086013,0.0001141051,0.00003938703,0.0003895786,0.00003121679,0.0003285153,0.0001457917,0.0003843003,0.0003698743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126928,"about_ca_system_score_gemma":0.00007338532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002310654,"about_ca_topic_score_gemma":0.000003762046,"domain_scores_codex":[0.9984539,0.0002982334,0.0003618586,0.0002582924,0.0001894746,0.0004382335],"domain_scores_gemma":[0.9992251,0.0002218648,0.0001647083,0.000165434,0.00006949251,0.0001534314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001173251,0.0002977349,0.6020297,0.0003590368,0.0000881812,0.00004044679,0.02052275,0.00007843166,0.00005698546,0.0009045727,0.1541744,0.2202746],"study_design_scores_gemma":[0.0003817205,0.00002761524,0.6729439,0.00002724023,0.00000711657,0.000002990096,0.002732621,0.00001678141,6.02292e-7,0.00005541471,0.3237212,0.00008275481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337596,0.0003807858,0.0002036014,0.04319773,0.001198779,0.001087397,0.00000948265,0.0001114481,0.0200512],"genre_scores_gemma":[0.9890479,0.0001130742,0.0002606406,0.002321841,0.0007436236,0.001807882,0.00003343641,0.00001820831,0.0056534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2201918,"threshold_uncertainty_score":0.5824001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3907501581970105,"score_gpt":0.4432493269091606,"score_spread":0.05249916871215016,"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."}}