{"id":"W4387770356","doi":"10.46697/001c.88529","title":"Impact Investing and Sustainable Global Value Chains: Enabling Small and Medium Enterprises Sustainability Strategies","year":2023,"lang":"en","type":"article","venue":"AIB Insights","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sustainability; Business; Nexus (standard); Multinational corporation; Production (economics); Population; Value (mathematics); Emerging markets; Natural resource economics; Industrial organization; Finance; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007520355,0.0002018463,0.0003601209,0.0002363907,0.0005611986,0.0004569874,0.0001714864,0.0001160188,0.0000153757],"category_scores_gemma":[0.0007820463,0.0002067244,0.00006096074,0.0006381441,0.0001572965,0.0006418562,0.0003655356,0.0001745984,0.00001242082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572461,"about_ca_system_score_gemma":0.0002250279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00664674,"about_ca_topic_score_gemma":0.0004943931,"domain_scores_codex":[0.9986362,0.0000560365,0.000377038,0.0003126002,0.0000438518,0.0005742417],"domain_scores_gemma":[0.9991817,0.000178514,0.0001475515,0.0002263668,0.00009290148,0.0001729644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002074755,0.00005057469,0.7384982,0.0002109622,0.00009104869,0.00005014378,0.01642456,0.00006757239,0.000005750709,0.2432206,0.0002289778,0.001130889],"study_design_scores_gemma":[0.0003599453,0.0000818328,0.6192469,0.00001878562,0.000004775842,0.0000038309,0.01688485,0.0004231168,0.000006422534,0.3603852,0.002330267,0.000254041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888235,0.002224074,0.000199042,0.0005301155,0.0001039814,0.0002570345,0.00001399783,0.0001367702,0.007711462],"genre_scores_gemma":[0.9983689,0.0007161981,0.00008092807,0.00009076989,0.00006680097,0.00001303945,0.00001933592,0.00001532418,0.0006286895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192513,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117872827880791,"score_gpt":0.2780371010427768,"score_spread":0.2368583727639689,"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."}}