{"id":"W4246297150","doi":"10.1007/978-0-387-39940-9_2645","title":"Flash","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":[0.0003078384,0.001153787,0.0006687517,0.002048314,0.0007420697,0.002855343,0.001738733,0.0008421134,0.5261478],"category_scores_gemma":[0.0009323893,0.0005459556,0.0004431148,0.002134864,0.0003007562,0.004305167,0.001754239,0.001035618,0.4600614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005861536,"about_ca_system_score_gemma":0.0007777283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982893,"about_ca_topic_score_gemma":0.004096747,"domain_scores_codex":[0.9997304,0.00001734023,0.00001282623,0.00006226628,0.0001455065,0.00003154214],"domain_scores_gemma":[0.9995503,0.00006401844,0.00001325206,0.0001626335,0.0001545043,0.00005532615],"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":[0.00003818699,0.00002919425,0.00008206632,0.0001705871,0.000006133791,0.00003290465,0.00005547284,0.0001552401,0.002216084,0.01067539,0.7573757,0.2291632],"study_design_scores_gemma":[0.000008467213,0.00000844987,0.0001209921,0.00004261655,0.000006624382,0.0001008135,0.00002353316,0.0003028603,0.001724266,0.004415708,0.9932355,0.00001007411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009158517,0.001894892,0.03654536,0.0006045704,0.0005288182,0.0001495148,0.008237455,0.03712372,0.9139998],"genre_scores_gemma":[0.004277057,0.0014949,0.009430969,0.0004518159,0.0001148613,0.0000791713,0.01144528,0.00361172,0.9690942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5261478,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903212731201884,"score_gpt":0.2438184382597184,"score_spread":0.2247863109476996,"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."}}