{"id":"W4406160777","doi":"10.1017/9781108562058.008","title":"Philanthrocapitalism’s Market-Friendly Solution","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002051908,0.0003445673,0.0005769083,0.0003905892,0.0003611451,0.00005631422,0.0005365016,0.0004588155,0.0001831467],"category_scores_gemma":[0.00002124078,0.0005181414,0.0003389729,0.00001100162,0.0003640793,0.00021069,0.0003141654,0.0004081586,0.0002684608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004343972,"about_ca_system_score_gemma":0.00008739799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693869,"about_ca_topic_score_gemma":0.000005543422,"domain_scores_codex":[0.9985569,0.00001347931,0.0004218304,0.0006763268,0.0000291146,0.0003023164],"domain_scores_gemma":[0.9986951,0.00004938826,0.0004232263,0.000664045,0.00004806968,0.0001201859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003921497,0.00001016012,0.000003278559,0.00005137239,0.0001460568,0.00002952765,0.00001758165,0.000001681191,9.321953e-7,0.8051573,0.1943299,0.0002130373],"study_design_scores_gemma":[0.0004576474,0.00003342188,0.00001651995,0.0001052394,0.00006257458,0.000007126299,0.00001681331,0.0001653723,0.00001854993,0.002165294,0.9964526,0.0004988054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003664156,0.0008761483,0.003204471,0.00007574331,0.001072846,0.0003149819,0.00283605,0.000132386,0.9914507],"genre_scores_gemma":[0.003449397,0.0005062802,0.0001093857,0.0001182649,0.0001627665,0.000001508559,0.000116228,0.00002880731,0.9955074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.802992,"threshold_uncertainty_score":0.999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155432226896931,"score_gpt":0.1792989041263131,"score_spread":0.1577445818573437,"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."}}