{"id":"W2008481019","doi":"10.1145/1107499.1107509","title":"In memoriam Alberto Oscar Mendelzon","year":2005,"lang":"en","type":"article","venue":"ACM SIGMOD Record","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group","funders":"","keywords":"Tribute; Battle; Friendship; Computer science; Intellect; Art history; Art; History; Ancient history; Theology; Philosophy; Sociology","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":[0.008293007,0.001432809,0.002027283,0.001554406,0.00299101,0.009063325,0.002144347,0.005260722,0.02404983],"category_scores_gemma":[0.04765306,0.0004663435,0.001039376,0.0008852881,0.002015631,0.004406773,0.003050862,0.01763287,0.02680171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003982915,"about_ca_system_score_gemma":0.005416252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005001734,"about_ca_topic_score_gemma":0.008374852,"domain_scores_codex":[0.9953525,0.0007212842,0.0003825006,0.0008684064,0.002304207,0.0003710391],"domain_scores_gemma":[0.9713684,0.005537461,0.001291255,0.0007849399,0.01570215,0.005315785],"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":[0.00001515047,0.000003508296,0.00002867742,0.00002074745,0.000002928066,0.00003477365,0.00002620449,0.000009295274,0.00001458034,0.000391562,0.995728,0.003724576],"study_design_scores_gemma":[0.00000923903,0.000009277906,0.0001149537,0.0001364066,0.000005633988,0.0001408519,0.00007106481,0.00002844649,0.00004441442,0.000722844,0.9987075,0.000009315178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000111274,0.01196208,0.0003936688,0.4412274,0.5401633,0.00002366415,0.0002322731,0.0001433536,0.005742941],"genre_scores_gemma":[0.005066965,0.02380863,0.0008946715,0.3562268,0.4858504,0.0001272457,0.000508217,0.0004095677,0.1271075],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02404983,"threshold_uncertainty_score":0.08045465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644658386398347,"score_gpt":0.4286982494735129,"score_spread":0.2642324108336783,"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."}}