{"id":"W2133176649","doi":"10.1109/icadiwt.2011.6041398","title":"Ranking of new sponsored online ads","year":2011,"lang":"en","type":"article","venue":"","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Ranking (information retrieval); Quality (philosophy); Revenue; Search engine; Search advertising; Online advertising; Rank (graph theory); Information retrieval; Similarity (geometry); TRACE (psycholinguistics); Order (exchange); Feature (linguistics); Data mining; Contextual advertising; The Internet; Artificial intelligence; World Wide Web; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000177677,0.00009045131,0.0001365808,0.000161535,0.00003567728,0.00002570334,0.0001571504,0.0000318971,0.005978984],"category_scores_gemma":[0.00004330145,0.00007847081,0.00006350384,0.0002668422,0.00001935494,0.0003656766,0.00009944971,0.00005759572,0.00007140431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003162007,"about_ca_system_score_gemma":0.0000149521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004194905,"about_ca_topic_score_gemma":0.0003836737,"domain_scores_codex":[0.9994215,0.000003912889,0.0001984944,0.0001225015,0.0001113344,0.0001422668],"domain_scores_gemma":[0.9996529,0.000019292,0.00009339894,0.0001684958,0.00005742552,0.000008540363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002239028,0.000185325,0.6877961,0.00009196768,0.00003040997,0.00001307007,0.0002563416,6.998536e-7,0.002742414,0.00950307,0.004009691,0.295147],"study_design_scores_gemma":[0.000906339,0.000007706001,0.9551638,0.00005711382,0.0001567701,0.00000209932,0.0002925615,0.0003591831,0.0008428873,0.001978446,0.03996814,0.0002649835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745672,0.0000501924,0.0005642932,0.00007839459,0.0002043731,0.00008356034,6.531811e-7,0.00009600684,0.1243553],"genre_scores_gemma":[0.9953461,0.000003889414,0.001769622,0.0003595091,0.000220655,8.594421e-7,0.00000816048,0.00001311523,0.002278072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2948821,"threshold_uncertainty_score":0.9949297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07126999631500801,"score_gpt":0.2484622974917657,"score_spread":0.1771923011767577,"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."}}