{"id":"W4225138521","doi":"10.3390/su14095331","title":"Value Creation in Platform Enterprises: A Fuzzy-Set Qualitative Comparative Analysis","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Qualitative comparative analysis; Knowledge sharing; Knowledge management; Process (computing); Fuzzy logic; Competitive advantage; Value (mathematics); Key (lock); Set (abstract data type); Computer science; Business; Fuzzy set; Process management; Marketing; Artificial intelligence","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":[0.001228334,0.0001585635,0.0003668267,0.000571068,0.0002447149,0.0003416238,0.0002207456,0.00002968705,0.0003269483],"category_scores_gemma":[0.0002370344,0.0001617451,0.0001748546,0.001471283,0.00007807327,0.003391242,0.0003593656,0.0001751637,0.00002016806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153238,"about_ca_system_score_gemma":0.00009137463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003540179,"about_ca_topic_score_gemma":0.001128256,"domain_scores_codex":[0.9987004,0.00001288148,0.0004252018,0.0003623869,0.0001861817,0.0003129745],"domain_scores_gemma":[0.9991742,0.0001255769,0.0002236144,0.0002586805,0.000203748,0.0000141159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006493784,0.0007078765,0.2053625,0.0002556794,0.0003522802,0.00001834594,0.03252937,0.08567657,9.931564e-7,0.6721483,0.0007248845,0.00157381],"study_design_scores_gemma":[0.000606512,0.00003678351,0.05048613,0.000002330373,0.000110857,3.165083e-7,0.35266,0.02321284,0.000001450178,0.5665621,0.006017874,0.0003028059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640619,0.00001173698,0.0001902619,0.000300375,0.00007435226,0.0004591499,0.00002258911,0.00004909713,0.03483056],"genre_scores_gemma":[0.9989157,3.094548e-7,0.000026993,0.0003454966,0.00005012899,0.0001348028,0.0003008029,0.000007143283,0.0002186135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3201306,"threshold_uncertainty_score":0.6595773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191037363438379,"score_gpt":0.3134542658736786,"score_spread":0.2815438922392948,"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."}}