{"id":"W2155756591","doi":"10.3138/jvme.31.2.175","title":"The Zodiak Workshop: An Innovative Model for Teaching Financial Management Through Partnership with Industry","year":2004,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounts receivable; Financial management; General partnership; Revenue; Financial plan; Finance; Marketing; Business; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00238689,0.0001472432,0.0002168836,0.00008489712,0.00141038,0.00002581042,0.0003037006,0.0002357091,0.00003560676],"category_scores_gemma":[0.001907709,0.00009136882,0.00004634514,0.0002351947,0.0001480892,0.0007981409,0.00006848696,0.001755508,0.000006404582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831331,"about_ca_system_score_gemma":0.004392257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001538119,"about_ca_topic_score_gemma":0.00001780156,"domain_scores_codex":[0.9979597,0.0003350363,0.0006975998,0.0001615787,0.0005012076,0.0003449301],"domain_scores_gemma":[0.9977386,0.0005593371,0.0007189902,0.0002175915,0.0005690933,0.0001963934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01436952,0.007226252,0.003098286,0.001235415,0.0006950088,0.0001614892,0.3571163,0.001421797,0.0001247237,0.1481555,0.1892688,0.2771268],"study_design_scores_gemma":[0.004558432,0.004453392,0.008953745,0.002671953,0.0001713809,0.000565719,0.2346706,0.0004265448,0.000004636584,0.018327,0.7247858,0.0004107286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213966,0.0002287447,0.02233438,0.0505016,0.001937181,0.0005630012,0.000001501439,0.00001879422,0.003018222],"genre_scores_gemma":[0.9720346,0.0002095755,0.01656607,0.007497097,0.001890544,0.0002833637,0.000008485114,0.00002238107,0.001487911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.535517,"threshold_uncertainty_score":0.9998897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4634855754626389,"score_gpt":0.5716248467286519,"score_spread":0.108139271266013,"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."}}