{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002961318,0.0002682825,0.0003084057,0.0005268225,0.0004449278,0.001342738,0.0002469431,0.00074946,0.005082887],"category_scores_gemma":[0.03935548,0.0002009858,0.0003978132,0.0004221419,0.0002683603,0.000529845,0.0003940328,0.001497636,0.001099202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033924,"about_ca_system_score_gemma":0.0002342466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091609,"about_ca_topic_score_gemma":0.004232536,"domain_scores_codex":[0.9979934,0.001301776,0.00009791822,0.0001675104,0.0002727143,0.0001667942],"domain_scores_gemma":[0.9106526,0.06952485,0.006228091,0.002813374,0.003731542,0.00704943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002689025,0.001293593,0.9562415,0.00007679336,0.0004588164,0.0001386933,0.001132213,0.000308219,0.002003874,0.0001304979,0.001321084,0.03420571],"study_design_scores_gemma":[0.00002182712,0.0004371557,0.9976937,0.000009905182,0.00009393581,0.00007544622,0.0003605041,0.0007301032,0.0002199549,0.00006421377,0.0002806492,0.0000124654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968659,0.0002477129,0.0001398501,0.0002811404,0.0000381201,0.00001238455,0.0001229243,0.00001196667,0.002280005],"genre_scores_gemma":[0.998562,0.00008331926,0.0001488822,0.00006329099,0.0000224723,0.000007241371,0.00008728803,0.000006494591,0.001018996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005082887,"threshold_uncertainty_score":0.01700389,"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."}}