{"id":"W2156972533","doi":"10.14778/1920841.1920874","title":"SECRET","year":2010,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Semantics (computer science); Key (lock); Variation (astronomy); Range (aeronautics); Window (computing); World Wide Web; Programming language; Computer security; Engineering","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":[0.0001909494,0.00008440694,0.0001025615,0.00002915083,0.00008796471,0.00002889835,0.0006923235,0.00002504261,0.0000115589],"category_scores_gemma":[0.0000602712,0.000051671,0.00005470856,0.0001768017,0.00005752678,0.0004168763,0.0005016081,0.0001326866,0.000009644829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001001267,"about_ca_system_score_gemma":0.00001747913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002632655,"about_ca_topic_score_gemma":0.000005604445,"domain_scores_codex":[0.9992595,0.000001738615,0.0001610836,0.0001832469,0.0002369283,0.0001574476],"domain_scores_gemma":[0.9994668,0.0000141569,0.0001429391,0.0002274675,0.0001034573,0.00004512004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000171374,0.0000179469,0.0009403786,0.00002377364,0.000005811545,1.415648e-7,0.0002592755,7.534778e-7,0.211792,0.7832291,0.001404011,0.002325126],"study_design_scores_gemma":[0.0003081737,0.00004991636,0.002313363,0.00005412216,0.000006324271,0.00004152394,0.0001267801,0.0005778935,0.7238536,0.01219036,0.2602943,0.0001835694],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400179,0.0001891433,0.06407565,0.00690811,0.004650925,0.001296728,0.00003563113,0.0004597484,0.08236623],"genre_scores_gemma":[0.9273098,0.000006218129,0.07184654,0.0001370672,0.00009145513,0.00002926734,3.273509e-7,0.000006250909,0.0005731018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7710387,"threshold_uncertainty_score":0.2107082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004724064018066928,"score_gpt":0.2012143182637794,"score_spread":0.1964902542457125,"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."}}