{"id":"W4408184600","doi":"10.1080/00472778.2025.2467393","title":"Problemistic search for a better world: risk-taking of social ventures in alleviating poverty","year":2025,"lang":"en","type":"article","venue":"Journal of Small Business Management","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Natural Science Foundation of China","keywords":"Poverty; Social risk; Economics; Business; Public economics; Economic growth; Actuarial science","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":[0.002684784,0.0002590498,0.0002243319,0.0009531202,0.001687734,0.003221386,0.0003826684,0.0008919737,0.002877414],"category_scores_gemma":[0.01336651,0.0001217445,0.0002907346,0.0004606472,0.003514537,0.002514892,0.004210684,0.001179676,0.0001762352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133041,"about_ca_system_score_gemma":0.001275802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009470604,"about_ca_topic_score_gemma":0.001791326,"domain_scores_codex":[0.9980474,0.001120672,0.00005000619,0.0001083465,0.0002680022,0.0004055838],"domain_scores_gemma":[0.9868772,0.004114263,0.005354804,0.0004291079,0.0006730767,0.002551527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000677606,0.001817275,0.6889011,0.0003240703,0.0001645548,0.001940686,0.04526863,0.00309324,0.004228734,0.06838832,0.002491116,0.1827047],"study_design_scores_gemma":[0.0001064412,0.001224596,0.6768713,0.0006831412,0.0001373424,0.001776964,0.1270618,0.01109139,0.002655682,0.1566086,0.02161079,0.0001720029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831865,0.0002455153,0.001613251,0.001565063,0.00001219754,0.00002016085,0.0000129913,0.000009901423,0.0133345],"genre_scores_gemma":[0.9994628,0.00004645664,0.0001972001,0.00005551352,0.000003696518,0.000004041181,0.000003233583,0.00000126325,0.0002258408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003221386,"threshold_uncertainty_score":0.01419866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030036928215017,"score_gpt":0.2571359588119356,"score_spread":0.2268355895297854,"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."}}