{"id":"W2964613882","doi":"10.24963/ijcai.2019/446","title":"Indirect Trust is Simple to Establish","year":2019,"lang":"en","type":"article","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Simple (philosophy); Context (archaeology); Advice (programming); Trustworthiness; Computational trust; Data science; Risk analysis (engineering); Computer security; Artificial intelligence; Reputation","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002423516,0.00005645324,0.0001105303,0.00005003155,0.0001695943,0.0001494625,0.0002513001,0.00005265743,0.01633106],"category_scores_gemma":[0.00008353621,0.00004713149,0.00003971926,0.0003100292,0.00002696583,0.0002830893,0.00004530818,0.00004964788,0.002804568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003032493,"about_ca_system_score_gemma":0.00007217675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00740889,"about_ca_topic_score_gemma":0.003477537,"domain_scores_codex":[0.9992117,0.00003358088,0.00008476046,0.0001650372,0.0002424483,0.0002625225],"domain_scores_gemma":[0.9995938,0.00006351976,0.00002132712,0.0001380324,0.00004909737,0.0001342578],"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":[0.00003127557,0.00006722254,0.5944893,0.00000740484,0.00003618554,0.000004123712,0.01767746,0.000008729056,0.0001364639,0.07951667,0.1668832,0.141142],"study_design_scores_gemma":[0.0002015536,0.00002312572,0.02224944,0.000001988777,0.000004478127,7.625606e-8,0.002514537,0.00002657593,0.0001931235,0.002345631,0.972318,0.0001214911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4005538,0.00001231009,0.000053069,0.002664264,0.000183677,0.0001721641,0.000003726722,0.00007510387,0.5962819],"genre_scores_gemma":[0.951751,0.000005115724,0.0001114052,0.003607098,0.0001661478,0.000007282142,0.000001227712,0.000005381999,0.04434532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8054348,"threshold_uncertainty_score":0.9992009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547696658108664,"score_gpt":0.2996149761593805,"score_spread":0.2841380095782939,"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."}}