{"id":"W2799256009","doi":"10.1145/3170427.3188639","title":"Working with a Recommendation Agent","year":2018,"lang":"en","type":"article","venue":"","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Credibility; Computer science; Perception; Knowledge management; Recommender system; World Wide Web; 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":[0.003860492,0.0008465035,0.000630771,0.0009979103,0.002208476,0.004131387,0.001560825,0.003582938,0.0157557],"category_scores_gemma":[0.01356222,0.0006382455,0.001070759,0.0008217155,0.0006545328,0.006259534,0.001482536,0.001616067,0.007514065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007408095,"about_ca_system_score_gemma":0.00168206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009057707,"about_ca_topic_score_gemma":0.005804799,"domain_scores_codex":[0.9971128,0.001126638,0.000249375,0.0007210966,0.0005441384,0.0002459339],"domain_scores_gemma":[0.993893,0.001980718,0.0006411216,0.001448228,0.001304357,0.0007325861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009307626,0.001648563,0.09000792,0.0008575282,0.0009921597,0.003300085,0.01399235,0.0271255,0.04707785,0.08146898,0.0460224,0.686576],"study_design_scores_gemma":[0.0003455602,0.001855978,0.02499252,0.00052217,0.001262484,0.004604344,0.009432169,0.3720041,0.03229266,0.05310714,0.4989906,0.000590359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2765793,0.001609587,0.5260836,0.016965,0.0009221531,0.001190825,0.0004333998,0.006183965,0.1700322],"genre_scores_gemma":[0.6623641,0.0007655692,0.2754407,0.001698414,0.00028639,0.0002926366,0.0004967592,0.0002195163,0.05843591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0157557,"threshold_uncertainty_score":0.05270809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2752102921318252,"score_gpt":0.4113900554817092,"score_spread":0.136179763349884,"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."}}