{"id":"W4256435064","doi":"10.1007/978-1-4939-7131-2_101384","title":"Trust Prediction","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001840028,0.0001115434,0.0001407921,0.00005299712,0.0003226611,0.00007172184,0.0001928957,0.0003340972,0.05550357],"category_scores_gemma":[0.0000242788,0.00009580363,0.00008567821,0.00001352895,0.0002976515,0.00012644,0.00002949411,0.0001234303,0.002409393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006002742,"about_ca_system_score_gemma":0.0001151392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006218337,"about_ca_topic_score_gemma":0.001632738,"domain_scores_codex":[0.9991898,0.00001054344,0.0001348196,0.000192294,0.0003167657,0.0001557795],"domain_scores_gemma":[0.9995757,0.00001975623,0.00007793808,0.0001380068,0.0001030995,0.0000855077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005232785,0.000003329295,0.0000525878,0.000002527008,0.00002927685,0.000002264561,0.0005105156,3.814197e-8,2.096618e-7,0.9302024,0.05255558,0.01663604],"study_design_scores_gemma":[0.00007689373,0.0000185877,0.00007397938,0.0000132807,0.0000282123,2.01128e-7,0.00007628706,0.000005557558,5.315999e-7,0.06759991,0.9320101,0.00009642143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001116812,0.000103851,0.0001468877,0.0004342346,0.0007976256,0.0001577043,0.0000218599,0.0001813939,0.9981453],"genre_scores_gemma":[0.007103771,0.0001962161,0.00004307706,0.0002057134,0.003181307,0.000004137456,0.0000132348,0.00001607846,0.9892365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8794546,"threshold_uncertainty_score":0.9983674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570057475960291,"score_gpt":0.2749808114917501,"score_spread":0.2492802367321472,"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."}}