{"id":"W4256433797","doi":"10.1007/978-0-387-39940-9_3624","title":"SNIA","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005661926,0.001292949,0.000805449,0.003633308,0.001034871,0.005048419,0.001466378,0.0009692384,0.5289092],"category_scores_gemma":[0.001527775,0.000586098,0.0006191916,0.003376356,0.0004969576,0.004043539,0.002403456,0.001654376,0.5443124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127692,"about_ca_system_score_gemma":0.00194559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003271205,"about_ca_topic_score_gemma":0.009240457,"domain_scores_codex":[0.9994115,0.00005111104,0.00003254797,0.0001198727,0.0003374162,0.00004767585],"domain_scores_gemma":[0.999308,0.00007469481,0.00002694062,0.0001519119,0.0003346051,0.0001038866],"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":[0.00002607807,0.00003020359,0.0001062303,0.0001814228,0.000005182203,0.00003651653,0.00006991778,0.0001088399,0.0007834432,0.01640505,0.7116665,0.2705808],"study_design_scores_gemma":[0.00000198962,0.000003279806,0.00006997724,0.00003423809,0.000002275822,0.00005375472,0.00001441761,0.00007187861,0.0002325003,0.001669117,0.9978436,0.000003068481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002929408,0.001725637,0.00832387,0.0007802262,0.0008045972,0.00006359582,0.003111566,0.005299991,0.9795975],"genre_scores_gemma":[0.001093925,0.001323138,0.003822845,0.0003650224,0.0001298055,0.00004020643,0.0039549,0.001186992,0.9880832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5289092,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957676678019512,"score_gpt":0.2459062543369725,"score_spread":0.2263294875567774,"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."}}