{"id":"W2750111399","doi":"10.1093/cjres/rsx005","title":"Sharing economies: moving beyond binaries in a digital age","year":2017,"lang":"en","type":"article","venue":"Cambridge Journal of Regions Economy and Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"European Commission","keywords":"Sharing economy; Transformative learning; Government (linguistics); Social media; Economy; Sociology; Economics; Political science; Law","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004595443,0.0001550211,0.0003402468,0.0001287471,0.0005662816,0.002507278,0.0004278399,0.00009135928,0.00001333467],"category_scores_gemma":[0.0000995962,0.0001459172,0.0002344581,0.00004303257,0.0001926143,0.006610191,0.0002725958,0.0002694309,0.00001528126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000574818,"about_ca_system_score_gemma":0.0000379694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009258775,"about_ca_topic_score_gemma":0.000033434,"domain_scores_codex":[0.9991076,0.000001025982,0.0004241757,0.0001911126,0.00003864921,0.0002374563],"domain_scores_gemma":[0.9988577,0.00005096195,0.0007342938,0.000264972,0.00006096144,0.00003106894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005304371,0.00008141419,0.6333039,0.0002705732,0.0002224241,0.0001412374,0.0007850251,0.00009193055,0.000007143897,0.3431668,0.01447983,0.007396695],"study_design_scores_gemma":[0.004934651,0.00007145035,0.3218409,0.0006692124,0.0001481414,0.0003042932,0.007924892,0.008273639,0.00003207568,0.1237532,0.5308162,0.001231365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447986,0.0002528645,0.0001631452,0.001478271,0.0002960005,0.00008240125,0.000003024932,0.00001417231,0.05291147],"genre_scores_gemma":[0.9974399,0.000163954,0.00009732382,0.0007962676,0.0008215274,0.000003204489,0.000004352122,0.00001354226,0.0006598919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5163364,"threshold_uncertainty_score":0.9985282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219196372244857,"score_gpt":0.2212741776412132,"score_spread":0.1990822139187647,"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."}}