{"id":"W224984606","doi":"","title":"Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, AREA 2008, Vancouver, British Columbia, Canada, October 31, 2008","year":2008,"lang":"en","type":"article","venue":"DSpace - NTUA (National Technical University of Athens)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"STREAMS; Workflow; Computer science; Library science; Database","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001449603,0.00007959515,0.0002610106,0.00009592259,0.0002998659,0.00001792776,0.0001963043,0.00007185742,0.0003336189],"category_scores_gemma":[0.0002188118,0.00009762059,0.00009031665,0.0003519192,0.0005128501,0.0001389566,0.0001305733,0.0001727989,1.655156e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447551,"about_ca_system_score_gemma":0.0001818112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3231553,"about_ca_topic_score_gemma":0.9874918,"domain_scores_codex":[0.9990327,0.00001848384,0.000188033,0.0001976839,0.000445476,0.0001175706],"domain_scores_gemma":[0.9990417,0.0001635527,0.0001973677,0.0001054466,0.0004361171,0.00005576073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003004409,0.001310275,0.7059858,0.0001033816,0.000898471,0.00002668992,0.004517489,0.000166678,0.0006246396,0.007231391,0.2777832,0.001051466],"study_design_scores_gemma":[0.0008572765,0.00008853211,0.9544685,0.000192871,0.0001969833,0.000004701336,0.002835569,0.0001549522,0.00004643224,0.00172969,0.03920406,0.0002203521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950778,0.00004334495,0.000002334538,0.0003903807,0.0000420649,0.0001576176,0.000274876,0.000007519563,0.004004102],"genre_scores_gemma":[0.9919941,0.000250542,0.00007271983,0.00002736917,0.0000159015,3.302748e-7,0.000006918518,0.000004563873,0.007627524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6643366,"threshold_uncertainty_score":0.6813519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287318487418084,"score_gpt":0.2037432241935462,"score_spread":0.1808700393193653,"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."}}