{"id":"W3139501088","doi":"10.5555/1356802.3256611","title":"Session details: Emerging technologies","year":2008,"lang":"en","type":"article","venue":"Asia and South Pacific Design Automation Conference","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003702637,0.0001436282,0.0002844979,0.0002163179,0.0003888042,0.00009517395,0.00014768,0.00009203671,0.0008030195],"category_scores_gemma":[0.0001166652,0.0001484208,0.0000442678,0.0001741569,0.0002180387,0.0003248544,0.00006817946,0.00008540475,0.002827979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000268128,"about_ca_system_score_gemma":0.00002348997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007166218,"about_ca_topic_score_gemma":3.026852e-7,"domain_scores_codex":[0.9989107,0.00001704997,0.0003804346,0.0004198491,0.0000381892,0.0002337323],"domain_scores_gemma":[0.9994106,0.00004116582,0.0002388475,0.0002270978,0.00003838239,0.00004395428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006743554,0.0001886778,0.1294686,0.0001468027,0.0003137889,0.00005518044,0.08207689,0.0003098823,0.0003986003,0.6380207,0.1069456,0.04200789],"study_design_scores_gemma":[0.004566832,0.0003918108,0.08222605,0.0003064228,0.00006932849,0.0001716487,0.2066074,0.3424953,0.002379373,0.1064349,0.2505795,0.003771508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1267933,0.002385908,0.3408988,0.001255821,0.002282076,0.0008054549,0.0001795782,0.001498722,0.5239003],"genre_scores_gemma":[0.9768893,0.0003391404,0.00352693,0.00001661501,0.00001367423,0.00002529122,0.000004588513,0.000008373027,0.01917609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.850096,"threshold_uncertainty_score":0.9979484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08241029237206036,"score_gpt":0.2216178707563549,"score_spread":0.1392075783842945,"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."}}