{"id":"W7132879095","doi":"","title":"Innovation for women, by women: A Case Study Exploration of Digital Social Innovation Projects by Female Innovators in Pakistan Afghanistan","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Empowerment; Bridge (graph theory); Narrative; Social innovation; Futures contract; Colonialism","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002888635,0.0009630591,0.001118858,0.003859002,0.0005930916,0.001729284,0.0003384509,0.000611116,0.0002429671],"category_scores_gemma":[0.0002756945,0.001161747,0.00008809238,0.01221356,0.000109562,0.003811746,0.0001460361,0.0006515064,0.00005738593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003106232,"about_ca_system_score_gemma":0.0009194898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000355741,"about_ca_topic_score_gemma":0.0002198723,"domain_scores_codex":[0.9934065,0.00004604814,0.00358489,0.001258053,0.0007327794,0.0009717556],"domain_scores_gemma":[0.9934334,0.00007203157,0.003061808,0.0003313791,0.003079017,0.0000223563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002272077,0.004453111,0.007189757,0.01215117,0.001126192,0.0001888022,0.7995927,0.0000173666,0.007236528,0.0836606,0.05324121,0.02887053],"study_design_scores_gemma":[0.003788091,0.0003197004,0.0002177621,0.0002109413,0.00005920694,0.000004001445,0.953599,0.0003659951,0.0004358077,0.002793418,0.03687042,0.001335648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884995,0.00004597785,0.0005777392,0.0005404809,0.00167619,0.005140222,0.0001541724,0.0001574396,0.003208324],"genre_scores_gemma":[0.961695,0.000005245401,0.00004184508,0.0004372259,0.0004246656,0.003316175,0.008395705,0.0002048047,0.02547931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1540064,"threshold_uncertainty_score":0.999307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04230337643248691,"score_gpt":0.3541639283178461,"score_spread":0.3118605518853592,"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."}}