{"id":"W4313065965","doi":"10.14778/3551793.3551853","title":"Spooky","year":2022,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Merge (version control); Computer science; Granularity; Associative array; Data structure; Parallel computing; Operating system; Programming language","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":[0.0001735932,0.00008467878,0.00009937819,0.00007083087,0.0002138981,0.00002799912,0.002764718,0.00001294998,0.0000314626],"category_scores_gemma":[0.00006500297,0.00006269378,0.00005383142,0.0004877373,0.00006093732,0.0002997795,0.004226783,0.0001706701,0.000006500994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152127,"about_ca_system_score_gemma":0.000009302494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000617123,"about_ca_topic_score_gemma":1.299954e-7,"domain_scores_codex":[0.9990152,0.000003293912,0.0001488963,0.0002361255,0.0004123539,0.0001841278],"domain_scores_gemma":[0.9994491,0.0000170466,0.0001701526,0.0003016744,0.00004272123,0.00001925978],"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":[0.000006709241,0.0001511817,0.001043803,0.0000292247,0.00002361626,0.000002089613,0.0007865943,0.0001489124,0.04491715,0.8988926,0.02176615,0.03223196],"study_design_scores_gemma":[0.000829141,0.0004080886,0.001024244,0.00002966553,0.00001959575,0.0001353698,0.001463115,0.005643093,0.53638,0.2322176,0.2213652,0.0004848736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6994852,0.004030131,0.07107375,0.07065836,0.006296491,0.005331377,0.0001759512,0.006597687,0.136351],"genre_scores_gemma":[0.9700024,0.00001504657,0.02909995,0.0002041601,0.0000114256,0.0001138935,2.362407e-7,0.000006437783,0.0005464444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.666675,"threshold_uncertainty_score":0.5268383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181195605712601,"score_gpt":0.215747017196516,"score_spread":0.20393506113939,"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."}}