{"id":"W1479941167","doi":"10.5539/ass.v11n18p288","title":"Can Indonesia Cocoa Farmers Get Benefit on Global Value Chain Inclusion? A Literature Review","year":2015,"lang":"en","type":"review","venue":"Asian Social Science","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Information and Communications Technology; Inclusion (mineral); The Internet; Supply chain; Global value chain; Financial inclusion; Value chain; Value (mathematics); Agriculture; Industrial organization; E-commerce; Software deployment; Marketing; International trade; Finance; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002460204,0.0004632889,0.001124295,0.000302719,0.001525986,0.000588354,0.001227332,0.0002730161,0.00006711322],"category_scores_gemma":[0.0001058169,0.0003906396,0.0002515803,0.003848901,0.0003134508,0.000532748,0.001201257,0.0004003139,0.0003465432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377598,"about_ca_system_score_gemma":0.001055177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005189983,"about_ca_topic_score_gemma":0.00001595913,"domain_scores_codex":[0.9971175,0.0000345766,0.0006820168,0.0006996694,0.0008926115,0.0005736446],"domain_scores_gemma":[0.9984174,0.00001094178,0.00080684,0.0002746262,0.0004389701,0.00005119232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[9.946006e-7,0.00001991577,0.00000952918,0.004335676,0.00001347628,0.000008178349,0.0002524508,1.988516e-8,1.312468e-8,0.1746522,0.007944529,0.812763],"study_design_scores_gemma":[0.0001250335,0.000004207461,0.0001656393,0.01203666,0.00008665342,0.000004004444,0.00009141363,9.835844e-7,5.986274e-9,0.00349107,0.9835442,0.0004500685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006006861,0.697041,0.000002960563,0.004666287,0.001124119,0.001118169,0.0000384643,0.00008618755,0.2959168],"genre_scores_gemma":[0.0002499514,0.9757946,0.00006224982,0.0211385,0.001762481,0.0001190874,0.0002991226,0.00003540955,0.0005386118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9755997,"threshold_uncertainty_score":0.9998546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326131081115194,"score_gpt":0.3109555664385084,"score_spread":0.2876942556273565,"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."}}