{"id":"W4393123317","doi":"10.1016/j.jwb.2024.101533","title":"Improving global value chain governance: Empowering women through third-party interventions within institutionally fragile contexts","year":2024,"lang":"en","type":"article","venue":"Journal of World Business","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychological intervention; Corporate governance; Global value chain; Business; Value (mathematics); Chain (unit); Political science; Psychology; Computer science; International trade","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001197111,0.0002953857,0.0004803669,0.0001813869,0.0003260022,0.001110069,0.0004517096,0.00009167256,0.000148324],"category_scores_gemma":[0.000822212,0.0002494499,0.0003931457,0.002043282,0.0001781701,0.004286873,0.0002094834,0.0004292681,0.00003045862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008889,"about_ca_system_score_gemma":0.0004312828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190678,"about_ca_topic_score_gemma":0.0004424441,"domain_scores_codex":[0.9976199,0.00003022273,0.0009400663,0.0002779815,0.0006370023,0.0004947989],"domain_scores_gemma":[0.9981457,0.00004957429,0.0006954205,0.0001864574,0.000875388,0.0000474669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006036309,0.001239199,0.0288434,0.00767585,0.0008589881,0.001218956,0.004353234,0.008225786,0.000305423,0.9095979,0.02445417,0.01262341],"study_design_scores_gemma":[0.005261781,0.0001781461,0.3594132,0.01074117,0.001013126,0.0002908669,0.01633653,0.004704851,0.000054254,0.2172431,0.3824461,0.002316798],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572355,0.003951221,0.006274265,0.005701059,0.008895179,0.0003931565,0.00004582365,0.0002095424,0.01729431],"genre_scores_gemma":[0.9951212,0.00003333641,0.0002491788,0.0009465239,0.003044279,0.000007290913,0.000006813956,0.0000262695,0.0005651042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6923549,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862387350805139,"score_gpt":0.293055288332073,"score_spread":0.2744314148240216,"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."}}