{"id":"W2081684982","doi":"10.3138/jvme.28.1.34","title":"A Survey of Reading, Writing, and Oral Communication Skills in North American Veterinary Medical Colleges","year":2001,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Communication skills; Medical education; Veterinary education; Veterinary medicine; Reading (process); Medicine; Psychology; Political science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003218552,0.0002026115,0.0002651238,0.002390375,0.001100109,0.0008391064,0.0003536275,0.0007327502,0.002628909],"category_scores_gemma":[0.01701079,0.0003964505,0.0001613392,0.002146306,0.0007819366,0.0009766634,0.0008308134,0.0008131108,0.0006489265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225608,"about_ca_system_score_gemma":0.002791934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01550469,"about_ca_topic_score_gemma":0.02768955,"domain_scores_codex":[0.9970405,0.0006931862,0.0003585652,0.0001905352,0.001276493,0.0004406786],"domain_scores_gemma":[0.9784366,0.005155846,0.007034649,0.0004158997,0.003970783,0.004986268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003771409,0.0004148039,0.9688936,0.00007512805,0.00001083603,0.0001515582,0.01186957,0.00003018635,0.0006465763,0.00005967995,0.001880721,0.01592973],"study_design_scores_gemma":[0.000004999551,0.0002078092,0.9877307,0.00003387325,0.00000266892,0.0001382661,0.00943841,0.00006967309,0.00008101807,0.00001709938,0.002267915,0.000007552488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974616,0.0001558395,0.00005860267,0.0005551505,0.0000116909,0.00004211812,0.0001130812,0.000006296003,0.001595652],"genre_scores_gemma":[0.9976434,0.000458353,0.0002071613,0.0005320121,0.00002531247,0.00005458819,0.0001579545,0.00000316435,0.0009180492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01550469,"threshold_uncertainty_score":0.03082889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2806418609913344,"score_gpt":0.5415036708098354,"score_spread":0.260861809818501,"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."}}