{"id":"W2098699635","doi":"10.3138/jvme.37.2.198","title":"The Role of Undergraduate Research Experiences in Producing Veterinary Scientists","year":2010,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KU Leuven","keywords":"Medical education; Veterinary medicine; Veterinary education; Medicine; Psychology; Pedagogy; Curriculum","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007220257,0.0001530376,0.0001905464,0.0009402924,0.002293251,0.003791207,0.0006468256,0.0005475283,0.002003196],"category_scores_gemma":[0.04048928,0.0001861421,0.000195448,0.000445502,0.001571392,0.0007975933,0.003088965,0.001062431,0.0002943986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245675,"about_ca_system_score_gemma":0.002534962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130885,"about_ca_topic_score_gemma":0.002881655,"domain_scores_codex":[0.9930117,0.004540079,0.000292216,0.0002630407,0.00101865,0.000874317],"domain_scores_gemma":[0.9525457,0.01963375,0.007700557,0.001406263,0.0034203,0.01529349],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005929716,0.001116132,0.7360131,0.0002409311,0.0000522645,0.002064358,0.1673229,0.0001929578,0.004258421,0.001917565,0.002851407,0.08337698],"study_design_scores_gemma":[0.00004214024,0.001719251,0.6618757,0.0003030896,0.00004830043,0.003557944,0.2961371,0.0003601289,0.002181169,0.0009109635,0.0327926,0.00007170613],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995913,0.0003331202,0.0001517127,0.0005087928,0.00003245743,0.00001302239,0.00001814808,0.000005711499,0.003024047],"genre_scores_gemma":[0.9990456,0.0001680237,0.0001223871,0.00007105844,0.00001726974,0.000007658175,0.00001600457,0.000003056047,0.0005489949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9927797,"threshold_uncertainty_score":0.03818482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1080045442208637,"score_gpt":0.4415354917596264,"score_spread":0.3335309475387627,"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."}}