{"id":"W2999449555","doi":"10.1145/3247692","title":"Session details: Keynote","year":2001,"lang":"en","type":"article","venue":"International Symposium on Systems Synthesis","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Session (web analytics); Computer science; Multimedia; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005270785,0.0001565884,0.0003195167,0.0001982138,0.0001367752,0.0002032872,0.0003959279,0.00007587179,0.004499623],"category_scores_gemma":[0.0001290922,0.0001611288,0.0001389679,0.000105755,0.00004813086,0.0002477256,0.00007723267,0.00006825126,0.03696422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353286,"about_ca_system_score_gemma":0.000006265956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003425758,"about_ca_topic_score_gemma":0.000004535672,"domain_scores_codex":[0.9986171,0.00001722081,0.0005530846,0.0004910512,0.00008503586,0.0002365179],"domain_scores_gemma":[0.9991425,0.0001492257,0.0003025178,0.0002859453,0.0000460604,0.0000737785],"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":[0.0002586337,0.0005938981,0.1349715,0.00005914734,0.00116836,0.00008700391,0.001248291,0.003910471,0.0005771189,0.5788941,0.2744027,0.003828733],"study_design_scores_gemma":[0.0002578897,0.00001993948,0.002023864,0.00008294426,0.000006857751,0.0000180324,0.0003562063,0.003143897,0.0002046335,0.0005242049,0.9930874,0.0002741759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0497953,0.0003238505,0.000540403,0.001601486,0.0101451,0.0001634787,0.0003258991,0.00008262308,0.9370219],"genre_scores_gemma":[0.8612319,0.0002812432,0.00004032247,0.0001435089,0.0003484343,0.00006764357,0.000005177986,0.00001747773,0.1378643],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8114366,"threshold_uncertainty_score":0.9964104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798813059919313,"score_gpt":0.2257951806839964,"score_spread":0.1878070500848033,"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."}}