{"id":"W3095222538","doi":"","title":"The Effect of Personality Traits on Persuading Recommender System Users.","year":2020,"lang":"en","type":"article","venue":"Conference on Recommender Systems","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Recommender system; Computer science; Big Five personality traits; Personality; Human–computer interaction; Psychology; World Wide Web; Social psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001631276,0.0004827236,0.0008554349,0.00008604518,0.0003572172,0.0001302195,0.0007720623,0.0003260754,0.0006338715],"category_scores_gemma":[0.00008922765,0.0003251226,0.0003083824,0.0002629585,0.0001729324,0.00006294742,0.00004581774,0.0007231185,0.0004348565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125015,"about_ca_system_score_gemma":0.00004342794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000222128,"about_ca_topic_score_gemma":0.00001674243,"domain_scores_codex":[0.9949079,0.002349212,0.0007699654,0.0008541389,0.0004255109,0.0006932559],"domain_scores_gemma":[0.9970742,0.001455535,0.0004384133,0.0005991778,0.0001064047,0.0003262436],"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":[0.006532387,0.0004723389,0.01433479,0.001816337,0.002621945,0.00008383401,0.03795861,0.0000424792,0.0007096273,0.4557403,0.4024887,0.07719865],"study_design_scores_gemma":[0.02300484,0.0286187,0.06495508,0.002953503,0.0007014939,0.0003946001,0.1448197,0.0100393,0.0007010949,0.0001796059,0.7196312,0.004000915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.369035,0.001148165,0.001320696,0.04971381,0.01052641,0.002676963,0.000398584,0.0005493406,0.564631],"genre_scores_gemma":[0.9964963,0.00001845189,0.000007863442,0.002016156,0.0004655304,0.0002028065,0.00001812314,0.00005160215,0.0007232094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6274613,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313975131265177,"score_gpt":0.3533554654430338,"score_spread":0.2219579523165161,"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."}}