{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465573,0.000844708,0.0005206467,0.0009369976,0.0007298698,0.002675397,0.000901111,0.000864593,0.02703824],"category_scores_gemma":[0.008823653,0.00033095,0.0005846502,0.001115495,0.0007861041,0.004457837,0.001127281,0.001805577,0.009869636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690336,"about_ca_system_score_gemma":0.001232455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183354,"about_ca_topic_score_gemma":0.00514781,"domain_scores_codex":[0.9992247,0.0001967433,0.00003977643,0.0001887205,0.0002794921,0.00007068608],"domain_scores_gemma":[0.9974815,0.001223224,0.0001352796,0.0005694103,0.0004782781,0.0001122808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001222217,0.0001888737,0.003594806,0.0002165172,0.00006194261,0.0001240413,0.0003891836,0.02475819,0.001319745,0.289983,0.1150129,0.5642286],"study_design_scores_gemma":[0.00001705268,0.00008085249,0.002757392,0.0002547825,0.00006606796,0.0003133515,0.0003142511,0.3486068,0.004103885,0.4951936,0.1482163,0.00007561283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02191533,0.004334103,0.6071842,0.009126605,0.001416224,0.0002444079,0.002271502,0.002795332,0.3507123],"genre_scores_gemma":[0.6105748,0.005006505,0.1239302,0.0008853517,0.0008688628,0.0002337284,0.003790104,0.0004605878,0.2542498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02703824,"threshold_uncertainty_score":0.09045196,"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."}}