{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002121083,0.0003839162,0.0002452666,0.0006481885,0.00267777,0.006412164,0.0006828819,0.003307442,0.009930313],"category_scores_gemma":[0.0025135,0.000235929,0.0002818201,0.0007398179,0.01649906,0.007625298,0.003688314,0.005309795,0.001683155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004707364,"about_ca_system_score_gemma":0.003295278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447007,"about_ca_topic_score_gemma":0.003777019,"domain_scores_codex":[0.998612,0.0005441112,0.00002887671,0.0002220437,0.0003885062,0.0002042931],"domain_scores_gemma":[0.9991997,0.0003154911,0.00007369406,0.0001785996,0.0001192579,0.0001132227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001370316,0.000003733938,0.000013632,0.000005525027,4.275087e-7,0.000009660339,0.0002928829,0.00007020526,0.00002445764,0.9952694,0.002140509,0.002168335],"study_design_scores_gemma":[0.000006894013,0.00001323254,0.0001454952,0.00004919072,0.000001333032,0.00005358461,0.0004325856,0.0005605884,0.0001587566,0.7038819,0.2946907,0.000005705425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00937844,0.003551154,0.01975086,0.03073195,0.0005448102,0.00003640045,0.00002329362,0.00007903123,0.935904],"genre_scores_gemma":[0.5484868,0.003792633,0.008836745,0.008042473,0.0008299177,0.0001709461,0.0000403349,0.0001532696,0.4296468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009930313,"threshold_uncertainty_score":0.03415447,"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."}}