{"id":"W4293214128","doi":"10.17705/1cais.05031","title":"Examining Ecosystems and Infrastructure Perspectives of Platforms: The Case of Small Tourism Service Providers in Indonesia and Rwanda","year":2022,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; International Development Research Centre","keywords":"Tourism; Business; Service provider; Value (mathematics); Goods and services; Service (business); Marketing; Commerce; Economics; Economy; Geography; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000715496,0.000219536,0.0002363126,0.0009258466,0.008382847,0.004035754,0.0006832044,0.001154672,0.004536123],"category_scores_gemma":[0.001279706,0.000312477,0.0001995137,0.00116317,0.004806782,0.0031578,0.003760869,0.001378643,0.0003215653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003991512,"about_ca_system_score_gemma":0.003486266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0396231,"about_ca_topic_score_gemma":0.111146,"domain_scores_codex":[0.9994011,0.0002777101,0.00001128323,0.00003496937,0.00004053377,0.0002343776],"domain_scores_gemma":[0.998969,0.0005165521,0.000142765,0.00003366259,0.00007574227,0.0002622551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001904408,0.0004313451,0.1094303,0.0003626818,0.00003216841,0.04353441,0.7088025,0.002449478,0.003906984,0.09454552,0.003582872,0.03273138],"study_design_scores_gemma":[0.00001082967,0.00005287223,0.03315502,0.0001652824,0.00002153894,0.001608417,0.9343963,0.00328847,0.0004558869,0.004798373,0.02202322,0.0000239265],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769772,0.00009788851,0.0006306869,0.001249435,0.000008100564,0.00002775516,0.00001696239,0.000004432638,0.02098745],"genre_scores_gemma":[0.9976358,0.0001269909,0.0003107497,0.00006197675,0.000002262637,0.00001524395,0.00000819381,0.000004858419,0.001833839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0396231,"threshold_uncertainty_score":0.07878488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376500032666135,"score_gpt":0.2614383068367939,"score_spread":0.2376733065101325,"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."}}