{"id":"W1975921651","doi":"10.1145/1557626.1557651","title":"ConfSys2","year":2009,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Daemon; Computer science; Work (physics); Function (biology); World Wide Web; User interface; Engineering management; Software engineering; Engineering; Operating system","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":[0.007180365,0.001120423,0.001180398,0.003572313,0.00142183,0.005703303,0.004133483,0.001184297,0.06751617],"category_scores_gemma":[0.01662097,0.001002975,0.001008785,0.002972211,0.0005919859,0.006019991,0.005434959,0.002068628,0.0544147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402849,"about_ca_system_score_gemma":0.003494939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003365578,"about_ca_topic_score_gemma":0.003186643,"domain_scores_codex":[0.9912401,0.001687013,0.0008516235,0.001061028,0.004472937,0.000687395],"domain_scores_gemma":[0.9770593,0.003870638,0.001243114,0.00693505,0.007287436,0.003604399],"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":[0.0009945187,0.0002591448,0.003081588,0.0005488376,0.00007828294,0.0002955243,0.0002703503,0.001501409,0.005334532,0.0112616,0.6910028,0.2853714],"study_design_scores_gemma":[0.0001617012,0.0001663517,0.001852927,0.00006665538,0.00002109634,0.0004338777,0.00007334987,0.0128239,0.005661335,0.00420483,0.9744341,0.0001000273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.02148312,0.003550333,0.2293237,0.006473035,0.007002297,0.001445331,0.02477103,0.5456064,0.1603448],"genre_scores_gemma":[0.16678,0.003370481,0.3330535,0.006130236,0.006563834,0.001786539,0.1194729,0.07002178,0.2928208],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06751617,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2606737822999507,"score_gpt":0.4624676983451893,"score_spread":0.2017939160452386,"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."}}