{"id":"W3137674806","doi":"10.1145/3263560","title":"Session details: Formally reviewed communication","year":2003,"lang":"en","type":"article","venue":"ACM SIGSAM Bulletin","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Session (web analytics); Computer science; World Wide Web","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":[0.001341013,0.0001488617,0.0001952735,0.00007798999,0.0003543478,0.0002880057,0.001563039,0.00006628502,0.0003607673],"category_scores_gemma":[0.001923617,0.0001300738,0.00006666245,0.0002492074,0.00003129795,0.0005235834,0.0004226436,0.0001710111,0.000750066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003193118,"about_ca_system_score_gemma":0.0000641979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003224928,"about_ca_topic_score_gemma":5.871233e-7,"domain_scores_codex":[0.9985582,0.0001613973,0.0005491011,0.0001956469,0.0002755122,0.0002601668],"domain_scores_gemma":[0.9976243,0.0002863914,0.0003707491,0.00143972,0.0001967585,0.00008213164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000583494,0.0002447031,0.000393543,0.000897762,0.00003343324,0.000004187816,0.008510686,0.0001952286,0.0002573061,0.5225894,0.1663117,0.3005562],"study_design_scores_gemma":[0.0004162368,0.0000361661,0.0001236358,0.0004073686,0.000007840519,0.00004074633,0.0001485398,0.01172639,0.002140465,0.0193688,0.9652526,0.0003311554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003156321,0.001907211,0.9000785,0.004052224,0.0002590675,0.0003317488,5.158503e-7,0.0004021286,0.08981228],"genre_scores_gemma":[0.3006002,0.0004117324,0.6942138,0.003510888,0.00003360262,0.00002866535,0.000009172159,0.00001636601,0.001175528],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.798941,"threshold_uncertainty_score":0.964083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558352131151784,"score_gpt":0.2602852445436896,"score_spread":0.2347017232321718,"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."}}