{"id":"W3136111235","doi":"10.1145/3255979","title":"Session details: Tool demos","year":2009,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002633368,0.001614373,0.00140978,0.003282326,0.001192871,0.004648436,0.001899523,0.001968608,0.63728],"category_scores_gemma":[0.01508021,0.0007255663,0.001141299,0.002655548,0.0003815266,0.004059143,0.003575981,0.00153708,0.3397378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006478813,"about_ca_system_score_gemma":0.001251383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999495,"about_ca_topic_score_gemma":0.002435108,"domain_scores_codex":[0.9988295,0.0004054791,0.00008600992,0.0002333938,0.0003051411,0.0001404021],"domain_scores_gemma":[0.9941502,0.002607367,0.0001348527,0.00156405,0.0009387094,0.0006047381],"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":[0.0002583716,0.00003734652,0.0003925186,0.0001775117,0.00001882907,0.00006460109,0.000106627,0.0003702439,0.0004167141,0.002913042,0.9416569,0.05358724],"study_design_scores_gemma":[0.0002208354,0.00003820404,0.001144073,0.0001893813,0.00002934364,0.0001718309,0.0001955369,0.006157137,0.002642161,0.01115713,0.977975,0.00007942474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004361775,0.0007620573,0.1362429,0.005006438,0.003218374,0.001375714,0.1378427,0.3531374,0.3580526],"genre_scores_gemma":[0.1286233,0.001216838,0.1651129,0.002993626,0.001419675,0.004009455,0.2379484,0.1235744,0.3351013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.36272,"threshold_uncertainty_score":0.5173761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439886889724545,"score_gpt":0.4054616987647106,"score_spread":0.261473009792256,"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."}}