{"id":"W4401069510","doi":"10.2139/ssrn.4909519","title":"Reputation-Based Trust Assessment of Transacting Service Components","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Western University","funders":"","keywords":"Reputation; Business; Service (business); Computer security; Internet privacy; Computer science; Marketing; 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002348985,0.0002434884,0.000315524,0.0002312982,0.0001538026,0.0003333668,0.001191784,0.0001698556,0.00001554259],"category_scores_gemma":[0.00001167686,0.0002315043,0.0002489204,0.0003528862,0.00001788138,0.0002676422,0.0002498132,0.004659629,0.00001657837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052597,"about_ca_system_score_gemma":0.008042592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085535,"about_ca_topic_score_gemma":0.0001498519,"domain_scores_codex":[0.9970271,0.0001412735,0.0007538228,0.0002991955,0.0006831283,0.001095473],"domain_scores_gemma":[0.9984825,0.00005936554,0.0006022331,0.0004293859,0.0003445395,0.00008202406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002843702,0.0002862118,0.0004057731,0.001043745,0.0007220668,0.00001686668,0.005154585,0.03723925,0.0002427392,0.8832269,0.00006112556,0.07157229],"study_design_scores_gemma":[0.0004905455,0.00008204242,0.000583213,0.0002793546,0.00005566567,0.0001080784,0.0004000574,0.6994392,0.0002300478,0.297789,0.0002631042,0.0002796513],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08180734,0.0006683725,0.9070012,0.003910434,0.001452642,0.0002624723,0.00001146765,0.0001478077,0.004738254],"genre_scores_gemma":[0.9930195,0.0001260076,0.006274366,0.0003552631,0.0001120678,0.000009544483,0.00002295883,0.0000165106,0.00006377656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9112121,"threshold_uncertainty_score":0.9976367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403974989706423,"score_gpt":0.2795713153472323,"score_spread":0.265531565450168,"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."}}