{"id":"W2110441488","doi":"10.3138/jvme.34.2.127","title":"Veterinary Students' Views on Animal Patients and Human Clients, Using Q-Methodology","year":2007,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Q Methodology Applications","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human animal; Medical education; Veterinary medicine; Pet therapy; Animal welfare; Medicine; Psychology; Livestock; Biology","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":[0.06961932,0.0003833203,0.0004906275,0.001483999,0.008622601,0.01479968,0.001284022,0.003874402,0.003426701],"category_scores_gemma":[0.07811205,0.0004102143,0.0003986474,0.001335246,0.02274362,0.006954892,0.008718853,0.006922793,0.0004581321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005261015,"about_ca_system_score_gemma":0.007409555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428352,"about_ca_topic_score_gemma":0.002677381,"domain_scores_codex":[0.8983588,0.09179411,0.001361449,0.001008407,0.005378242,0.002098947],"domain_scores_gemma":[0.8751172,0.1076338,0.006527863,0.001780384,0.004564102,0.004376543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005471018,0.000158728,0.00958309,0.0001780014,0.00001078078,0.000491805,0.9280273,0.0001930798,0.0006572384,0.04029667,0.001974352,0.01837415],"study_design_scores_gemma":[0.0000162939,0.0001348204,0.002293481,0.0003614581,0.00001060728,0.0003844436,0.9631001,0.0004932542,0.0005471694,0.01066152,0.02196993,0.00002692564],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8467803,0.002939885,0.0107658,0.1063609,0.0002338871,0.0001307674,0.00003298115,0.00002453905,0.03273095],"genre_scores_gemma":[0.9923562,0.0009215304,0.001326126,0.003130781,0.00004292963,0.00005099367,0.000006338761,0.000007640204,0.002157347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06961932,"threshold_uncertainty_score":0.3681865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.63826887355316,"score_gpt":0.6317045683235778,"score_spread":0.006564305229582179,"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."}}