{"id":"W200564533","doi":"","title":"Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval","year":2003,"lang":"en","type":"article","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Surprise; Computer science; Entertainment; League; Library science; World Wide Web; Population; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006339838,0.001513671,0.002109196,0.003451537,0.001717918,0.006624251,0.002047679,0.002195536,0.1056546],"category_scores_gemma":[0.007517736,0.0005828975,0.0007499576,0.00273577,0.001793195,0.007598779,0.002245028,0.002808482,0.0566773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718589,"about_ca_system_score_gemma":0.004354207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02347221,"about_ca_topic_score_gemma":0.04879754,"domain_scores_codex":[0.9973278,0.0009004619,0.0001955947,0.0003682526,0.0009453469,0.0002625589],"domain_scores_gemma":[0.9939731,0.001733921,0.0001609211,0.0005550942,0.002454404,0.00112254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001772638,0.0001350527,0.0008890653,0.0005286594,0.00007197423,0.000130331,0.0003936233,0.0001078679,0.00235537,0.001701255,0.7743773,0.2191323],"study_design_scores_gemma":[0.00003710597,0.0001228639,0.002424638,0.0003425835,0.00006422229,0.0002982247,0.0006815804,0.00098649,0.0008419092,0.001811656,0.9923504,0.00003835788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01972728,0.3554986,0.1225933,0.05230176,0.09831049,0.001883413,0.008467473,0.01086542,0.3303523],"genre_scores_gemma":[0.04813142,0.09035912,0.07503612,0.008477138,0.01213393,0.0008847718,0.01763563,0.001658412,0.7456835],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1056546,"threshold_uncertainty_score":0.3534498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052331394884786,"score_gpt":0.3701020413990705,"score_spread":0.264868901910592,"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."}}