{"id":"W2753464087","doi":"10.1177/0169796x17710074","title":"Profile of the Sharing Economy in the Developing World: Examples of Companies Trying to Change the World","year":2017,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Ohio State University","keywords":"Business; Sharing economy; Developing country; The Internet; Industrial organization; World economy; Marketing; Commerce; Market economy; Economics; Economic growth","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":[0.001705313,0.0001472565,0.0003336975,0.0002355419,0.0006372884,0.0004814417,0.001638716,0.00003476893,0.00002699189],"category_scores_gemma":[0.0002033888,0.00007753507,0.0001540081,0.0003648737,0.0001402029,0.001236031,0.0004980417,0.0002797279,0.000003874207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006084996,"about_ca_system_score_gemma":0.00009071607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666992,"about_ca_topic_score_gemma":0.001072726,"domain_scores_codex":[0.9988028,0.00001318629,0.0006349652,0.0001172606,0.0002023188,0.0002295052],"domain_scores_gemma":[0.9978393,0.0002214724,0.001408778,0.0003353526,0.0001885676,0.000006492465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000517372,0.00003408199,0.8523922,0.001038731,0.0002127849,0.00000348479,0.01359781,0.0002005524,0.00004118523,0.1168801,0.008584811,0.00696254],"study_design_scores_gemma":[0.0003643349,0.000006338103,0.8974904,0.001907967,0.00003889854,0.000006066029,0.007056752,0.0001765593,0.0005551286,0.02002372,0.07215434,0.0002195327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673784,0.0003364748,0.0001274747,0.02108667,0.0006659349,0.000370907,0.000001639837,0.000008996109,0.0100235],"genre_scores_gemma":[0.9950514,0.00002813616,0.001364057,0.002576901,0.0006655679,0.00001778392,7.225153e-7,0.00001316796,0.0002822868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09685638,"threshold_uncertainty_score":0.4901571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127697524437426,"score_gpt":0.2883114477290134,"score_spread":0.1755416952852708,"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."}}