{"id":"W4378364165","doi":"10.1145/3589462.3589463","title":"ConfSys - An Intelligent Conference Management System","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Process (computing); Automation; Relevance (law); Metadata; Salient; Matching (statistics); Quality (philosophy); Software engineering; Information retrieval; World Wide Web; Data science; Artificial intelligence; Engineering; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.004456532,0.001081306,0.0009868456,0.005526072,0.001231345,0.004423917,0.002590366,0.00107695,0.02748402],"category_scores_gemma":[0.009616112,0.0006488517,0.0006852255,0.003270395,0.0004416359,0.003850898,0.002890899,0.001247636,0.01824829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392967,"about_ca_system_score_gemma":0.002205931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002282768,"about_ca_topic_score_gemma":0.00156677,"domain_scores_codex":[0.996997,0.0006970977,0.0004312941,0.0006113406,0.001071357,0.0001919289],"domain_scores_gemma":[0.9920179,0.00162647,0.0007757075,0.001990105,0.002314792,0.001275216],"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":[0.001469423,0.0003168906,0.005232195,0.00081863,0.0001806529,0.0004553261,0.0005223622,0.004024202,0.009521595,0.007631411,0.6245419,0.3452854],"study_design_scores_gemma":[0.0005777428,0.0005175512,0.008288072,0.0002018287,0.00018476,0.0007912185,0.000446162,0.1054019,0.03042626,0.0122456,0.8404983,0.0004206135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.02279011,0.001924964,0.1746129,0.001995153,0.001384182,0.001566012,0.02923934,0.7085046,0.05798284],"genre_scores_gemma":[0.3917332,0.002448366,0.3369633,0.00306641,0.003477589,0.003196458,0.14454,0.02471342,0.08986121],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.02748402,"threshold_uncertainty_score":0.09194326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069419251764079,"score_gpt":0.3095885604286812,"score_spread":0.2688943679110404,"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."}}