{"id":"W3111145856","doi":"10.1145/3444831.3444841","title":"Advice from SIGMOD/PODS 2020","year":2020,"lang":"en","type":"article","venue":"ACM SIGMOD Record","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Notice; Computer science; Advice (programming); Component (thermodynamics); World Wide Web; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02056988,0.001919119,0.001430341,0.008262606,0.002832476,0.0115976,0.002757874,0.00501031,0.2101112],"category_scores_gemma":[0.04531368,0.0007535086,0.0009926684,0.008683868,0.0006680877,0.009914114,0.004512795,0.005816435,0.2871605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002671433,"about_ca_system_score_gemma":0.008503399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274222,"about_ca_topic_score_gemma":0.01662434,"domain_scores_codex":[0.979652,0.00430342,0.001798544,0.001406005,0.01161164,0.001228383],"domain_scores_gemma":[0.953247,0.003816909,0.00165365,0.003386259,0.02853726,0.009358951],"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":[0.00001138731,0.000008642163,0.00004418283,0.00002808027,9.133617e-7,0.000006580182,0.00001129966,0.000008326542,0.00003128748,0.0001756129,0.9877389,0.01193477],"study_design_scores_gemma":[0.000006279287,0.000004160639,0.0000558678,0.00003934402,0.000001292165,0.00001257078,0.00003002204,0.00002122455,0.00004019638,0.000135376,0.9996493,0.000004337906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0009835328,0.01894234,0.008575372,0.3575428,0.0783818,0.0006129358,0.0333706,0.02365215,0.4779385],"genre_scores_gemma":[0.007116076,0.02831884,0.03018819,0.1074592,0.04145052,0.0005781429,0.06670578,0.01441037,0.7037728],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2101112,"threshold_uncertainty_score":0.7028919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04673422380066231,"score_gpt":0.3025489882476701,"score_spread":0.2558147644470078,"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."}}