{"id":"W3137323593","doi":"10.1145/3256141","title":"Session details: Applications","year":2011,"lang":"en","type":"article","venue":"","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","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":[0.00006764315,0.00004328083,0.00004968556,0.00001803322,0.00005848766,0.00003374688,0.0004262545,0.00002291183,0.00005826325],"category_scores_gemma":[0.000001745925,0.00003280062,0.00002148491,0.0001764815,0.000009532883,0.0002314082,0.00006359602,0.00002966,0.0004221231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006129114,"about_ca_system_score_gemma":0.00001362288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002850139,"about_ca_topic_score_gemma":0.000003928424,"domain_scores_codex":[0.9995654,0.00001008786,0.00009578287,0.0001528572,0.0000754698,0.0001004399],"domain_scores_gemma":[0.9995155,0.000006337625,0.00002666403,0.0003653765,0.00003635821,0.00004980988],"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":[5.948297e-7,0.00006796844,0.000935745,0.000005726415,0.000003928139,0.000002361895,0.0002583906,0.000001181623,0.0003154209,0.8847495,0.003904254,0.1097549],"study_design_scores_gemma":[0.0005220124,0.00007550281,0.02626421,0.00003723077,0.000006000898,0.00004826737,0.000180876,0.03216281,0.0117816,0.03255697,0.8957797,0.0005848003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002821806,0.00004118317,0.8553969,0.00005464679,0.00006449085,0.00008068166,8.788646e-7,0.0001563981,0.1439227],"genre_scores_gemma":[0.9362424,0.000002874761,0.06189293,0.0001582822,0.00002390389,0.00006159752,0.000001213737,0.000002272646,0.001614507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9359602,"threshold_uncertainty_score":0.5425679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155217866061511,"score_gpt":0.2464743946171389,"score_spread":0.2149222159565238,"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."}}