{"id":"W4416309243","doi":"10.26524/jms.15.26","title":"On Investing the Buffett Way","year":2025,"lang":"","type":"article","venue":"Journal of Management and Science","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Impact investing; Entrepreneurial finance; Investment (military)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002877869,0.0005993373,0.0004093643,0.00117184,0.008323796,0.01217667,0.0007225829,0.003422366,0.03990679],"category_scores_gemma":[0.007496419,0.0004243232,0.0002824538,0.0009067856,0.004748515,0.0110746,0.0049452,0.009864115,0.01199709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562605,"about_ca_system_score_gemma":0.003401337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010317,"about_ca_topic_score_gemma":0.02612985,"domain_scores_codex":[0.997731,0.0006721142,0.00005391417,0.0003021614,0.0006495842,0.000591366],"domain_scores_gemma":[0.9980875,0.000383749,0.0000999211,0.0001561384,0.0004206735,0.0008519399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000568929,0.00003867781,0.0007049105,0.00003335776,0.000008553355,0.0001139364,0.001396334,0.00004209145,0.0001993134,0.2110514,0.721524,0.06483065],"study_design_scores_gemma":[0.000005376062,0.00001946317,0.0003061652,0.0001704015,0.000003982038,0.00005827482,0.0005836579,0.00005226492,0.0001748736,0.01483468,0.9837729,0.00001794268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01079096,0.0255433,0.002677958,0.380006,0.02703512,0.00004362778,0.00009732683,0.0003265783,0.5534791],"genre_scores_gemma":[0.07972055,0.01722579,0.003521364,0.1026651,0.004471634,0.00007069345,0.0001051295,0.0004875164,0.7917323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03990679,"threshold_uncertainty_score":0.1335015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193784328910079,"score_gpt":0.2358644826099949,"score_spread":0.216486049718987,"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."}}