{"id":"W3174795705","doi":"","title":"Invited Talk: Search Engine Experience and Internals","year":2001,"lang":"en","type":"article","venue":"USENIX Symposium on Internet Technologies and Systems","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"PQ Corporation (Canada)","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002701188,0.0002218873,0.0003152,0.0003999717,0.00008090377,0.0006224398,0.001009682,0.0001526855,0.000002621549],"category_scores_gemma":[0.00006610736,0.0001727284,0.00004415515,0.0004339999,0.00017229,0.0003425618,0.0008467638,0.0002320557,0.00001210001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003279027,"about_ca_system_score_gemma":0.000004848002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006129644,"about_ca_topic_score_gemma":0.00001405924,"domain_scores_codex":[0.9983777,0.00005499566,0.0003267436,0.0006354357,0.0002566305,0.0003485216],"domain_scores_gemma":[0.9989421,0.0001023556,0.00009072056,0.0007356702,0.00005515473,0.00007397514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002282638,0.0007454997,0.2001759,0.0006292918,0.001108577,0.002646878,0.03085067,0.001086862,0.1299586,0.09447337,0.04120601,0.4968901],"study_design_scores_gemma":[0.00119248,0.001494722,0.001362534,0.001204527,0.00003856482,0.001960875,0.01422434,0.8155356,0.04340307,0.0002509906,0.1179665,0.001365799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596136,0.0007782033,0.03383416,0.004098025,0.0002769285,0.0001422884,0.000007078399,0.0009391875,0.000310594],"genre_scores_gemma":[0.9974201,0.0008951603,0.0006375985,0.0001455907,0.00003123304,0.00002631332,0.000003156752,0.00001086127,0.0008299561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8144488,"threshold_uncertainty_score":0.7043661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599620732254052,"score_gpt":0.2577178404254412,"score_spread":0.2317216331029007,"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."}}