{"id":"W2107651391","doi":"10.14236/ewic/hci2010.39","title":"Googling Bing: Reassessing the impact of brand on the perceived quality of two contemporary search engines","year":2010,"lang":"en","type":"article","venue":"Electronic workshops in computing","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Search engine; Quality (philosophy); Perception; Set (abstract data type); Search engine optimization; Salient; Computer science; Search advertising; Information retrieval; Preference; Advertising; Online search; Value (mathematics); Psychology; World Wide Web; Business; The Internet; Online advertising; Mathematics; Artificial intelligence; Statistics; Machine learning","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":[0.004619391,0.0001460553,0.0002327727,0.00121678,0.0004505391,0.00155016,0.0001740743,0.0003610321,0.00171834],"category_scores_gemma":[0.0208845,0.0001098065,0.0002104209,0.000905793,0.0007958809,0.001709843,0.000641208,0.0004218378,0.0001476273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004127686,"about_ca_system_score_gemma":0.0002940393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003728954,"about_ca_topic_score_gemma":0.005279944,"domain_scores_codex":[0.998992,0.0004450428,0.00007610983,0.00007463076,0.000327664,0.00008452724],"domain_scores_gemma":[0.972507,0.01991336,0.004177103,0.00134281,0.001448679,0.0006110299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002938692,0.0004687773,0.9281929,0.0002425464,0.000166386,0.0001548956,0.015932,0.0003828023,0.006479978,0.001797742,0.000353444,0.04288976],"study_design_scores_gemma":[0.0000443993,0.001278997,0.9763606,0.00003704101,0.0001141638,0.0002008042,0.01428307,0.002270774,0.003248321,0.0009050277,0.001219584,0.0000372498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991529,0.00003459974,0.0000545304,0.00002419587,9.598893e-7,0.000003325095,0.00001426781,8.942937e-7,0.0007142737],"genre_scores_gemma":[0.9997,0.00002351998,0.0001128635,0.00001600449,0.000002547042,0.00000230309,0.00002203089,0.000001465486,0.0001194558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004619391,"threshold_uncertainty_score":0.02442998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07764615491549168,"score_gpt":0.4254196403245083,"score_spread":0.3477734854090166,"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."}}