{"id":"W3045539247","doi":"10.5465/ambpp.2020.18042symposium","title":"How Do We Do Good While Doing Well? Studying the Consequences of Markets in Tackling Social Problems","year":2020,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scholarship; Poverty; Interpersonal communication; Public relations; Political science; Sociology; Economic growth; Social science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01392317,0.000560504,0.0006038512,0.002142652,0.01044981,0.014762,0.001265424,0.003764053,0.004665789],"category_scores_gemma":[0.01675314,0.0002837286,0.0005511412,0.001850507,0.04097774,0.02129449,0.006520426,0.005114275,0.0006466756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004436635,"about_ca_system_score_gemma":0.007496146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005743631,"about_ca_topic_score_gemma":0.009182594,"domain_scores_codex":[0.9882911,0.009385366,0.0001070264,0.000455782,0.0006052716,0.001155467],"domain_scores_gemma":[0.9855793,0.008819025,0.001920975,0.0005673753,0.000990433,0.002122958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005931544,0.0004021165,0.02150848,0.000426111,0.0001076899,0.000470914,0.3322356,0.000604396,0.0004642821,0.5042796,0.03832762,0.1011138],"study_design_scores_gemma":[0.00002367573,0.0001722902,0.01039798,0.0006719174,0.00004839863,0.0002167941,0.4597963,0.0005463009,0.0003626278,0.3961354,0.1315752,0.00005319044],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1882653,0.01954081,0.005791212,0.6416506,0.001458088,0.00008268283,0.00009216199,0.00004938291,0.1430697],"genre_scores_gemma":[0.9492771,0.01631394,0.002806697,0.02269044,0.0004320128,0.0001542306,0.00002604427,0.00005643859,0.008243085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.014762,"threshold_uncertainty_score":0.07363361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03664116473830716,"score_gpt":0.236230418206521,"score_spread":0.1995892534682138,"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."}}