{"id":"W2134810488","doi":"10.5539/hes.v1n2p118","title":"Study on Case Teaching of Financial Management","year":2011,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Franchising Strategies and Performance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teaching method; Financial management; Money management; Case teaching; Mathematics education; Finance; Computer science; Psychology; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0001572441,0.0001110262,0.0001399597,0.0001470516,0.0002271281,0.00002795218,0.00008534258,0.00001561203,0.00007345228],"category_scores_gemma":[0.000005658816,0.00009181659,0.0000309746,0.0001593796,0.00003386599,0.0002729547,0.00006354211,0.00007153401,0.0000753339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001487421,"about_ca_system_score_gemma":0.000009466107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000306424,"about_ca_topic_score_gemma":0.00001391092,"domain_scores_codex":[0.9994198,0.000007436265,0.0001887487,0.0001571774,0.0001128008,0.0001140308],"domain_scores_gemma":[0.9995655,0.00001179259,0.0001301323,0.0001807275,0.00010767,0.000004136085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001051286,0.003436512,0.1550643,0.0007218941,0.000221787,0.0001320145,0.005974928,0.00001208173,0.000006669848,0.7430053,0.06729618,0.02402321],"study_design_scores_gemma":[0.0004458091,0.00008587611,0.8831692,0.0001274843,0.0001303895,0.000005555485,0.03078689,0.000001999473,0.000007594581,0.002954247,0.08205187,0.0002330474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8743568,0.0002623645,0.000004648099,0.00007176184,0.002103602,0.0001749416,3.481416e-7,0.00003569054,0.1229899],"genre_scores_gemma":[0.9965907,0.0000117653,0.0001744086,0.0005617973,0.0006768744,0.00005384088,0.000001203913,0.000009303161,0.001920124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.740051,"threshold_uncertainty_score":0.3744172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09326839240753697,"score_gpt":0.3249324753641406,"score_spread":0.2316640829566036,"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."}}