{"id":"W4401573876","doi":"10.3138/jvme-2024-0003","title":"Value of Study Skills Training for Incoming Veterinary Students","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Veterinary medicine; Value (mathematics); Veterinary education; Psychology; Medicine; Pedagogy; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003228911,0.0002512749,0.0002619827,0.0006801774,0.001369255,0.003584975,0.0008769347,0.0008645793,0.00673944],"category_scores_gemma":[0.01810378,0.0001549711,0.0002566575,0.0003381968,0.000473228,0.0009272745,0.002035025,0.001343824,0.001285427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007995322,"about_ca_system_score_gemma":0.004901673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000710838,"about_ca_topic_score_gemma":0.002867581,"domain_scores_codex":[0.9972994,0.001144374,0.0000860646,0.0001096847,0.000990301,0.0003701428],"domain_scores_gemma":[0.9770553,0.006554636,0.001715134,0.0008210858,0.003487368,0.01036649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002809214,0.003583681,0.1231698,0.0005365671,0.00003490904,0.0004837276,0.006042961,0.0001343717,0.005457052,0.0008563552,0.01183445,0.8475853],"study_design_scores_gemma":[0.0001846534,0.009351235,0.8416505,0.002258805,0.0001850562,0.00325444,0.0449864,0.001245046,0.01083155,0.003793762,0.08214164,0.0001168985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466385,0.00200987,0.00135727,0.01534192,0.0005603116,0.000329652,0.00007460085,0.0001762509,0.03351171],"genre_scores_gemma":[0.9887478,0.001069806,0.003713021,0.0009011115,0.0002283191,0.00008199867,0.00004524978,0.0000190077,0.005193747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00673944,"threshold_uncertainty_score":0.02254564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4523575479006703,"score_gpt":0.62298526552584,"score_spread":0.1706277176251697,"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."}}