{"id":"W2017250765","doi":"10.3138/jvme.32.3.297","title":"The Veterinarian Scientist: An Endangered Species","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Endangered species; Biology; Medical education; Zoology; Medicine; Ecology","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":[0.0009404445,0.0004966385,0.0004711674,0.0008615851,0.01589717,0.002683559,0.0008384471,0.004079327,0.009670736],"category_scores_gemma":[0.002210106,0.0002871052,0.0001837618,0.0003993949,0.002358398,0.002323855,0.003530913,0.002654966,0.002187604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007737767,"about_ca_system_score_gemma":0.002788824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003324405,"about_ca_topic_score_gemma":0.01486823,"domain_scores_codex":[0.9992272,0.0002605651,0.00002595571,0.00008237575,0.000175518,0.0002284062],"domain_scores_gemma":[0.9981371,0.0002109434,0.0001809336,0.00003191211,0.0002008489,0.00123813],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000837723,0.002768535,0.1146086,0.0006274744,0.00004639274,0.1702519,0.08736848,0.0006995151,0.0205154,0.1038558,0.1863531,0.3120671],"study_design_scores_gemma":[0.00007733181,0.003910791,0.03341027,0.0004239665,0.00005948475,0.2457969,0.1808785,0.001473027,0.003332261,0.02222282,0.5083069,0.0001078832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7440401,0.006895369,0.00216135,0.1438001,0.003837715,0.0000885155,0.00006985977,0.0001390851,0.09896787],"genre_scores_gemma":[0.8850898,0.00684311,0.004465433,0.02255262,0.002011587,0.00004544473,0.00006368863,0.00003598003,0.07889234],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9990596,"threshold_uncertainty_score":0.03235185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4060308911305278,"score_gpt":0.5573305407755366,"score_spread":0.1512996496450087,"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."}}