{"id":"W2888965704","doi":"10.14778/3236187.3236194","title":"AIDA","year":2018,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Relational database management system; Software portability; Python (programming language); Relational database; Relational algebra; Programming language; Database; Interpreter","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":[0.003540876,0.001317098,0.001085894,0.00279815,0.002026322,0.008149847,0.004322955,0.002159279,0.3098894],"category_scores_gemma":[0.01056231,0.001018634,0.00164675,0.002582233,0.0011098,0.006514131,0.009118358,0.002795789,0.2786421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745579,"about_ca_system_score_gemma":0.004076868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002273926,"about_ca_topic_score_gemma":0.002176771,"domain_scores_codex":[0.9963986,0.000597229,0.0002665948,0.0007886833,0.001461072,0.000487828],"domain_scores_gemma":[0.9937456,0.0008677373,0.0003327902,0.002196353,0.001916626,0.0009409485],"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":[0.0005312364,0.0001583188,0.00213303,0.0007639962,0.00007108122,0.0004054391,0.0005305134,0.001248167,0.004152074,0.07237361,0.6746678,0.2429648],"study_design_scores_gemma":[0.00002843661,0.0000258725,0.0004138921,0.00007755937,0.00001805911,0.0002650226,0.00006736766,0.00145777,0.001607278,0.009335069,0.9866784,0.00002530579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00747207,0.00248932,0.2056506,0.007660657,0.005049661,0.0007467347,0.04261839,0.2026095,0.5257031],"genre_scores_gemma":[0.0705134,0.003259912,0.2155244,0.007878522,0.001965403,0.00149248,0.09836783,0.04472743,0.5562706],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3098894,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00852893521103026,"score_gpt":0.2184185704247636,"score_spread":0.2098896352137334,"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."}}