{"id":"W2086698677","doi":"10.1145/1240624.1240686","title":"An exploration of web-based monitoring","year":2007,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Task (project management); World Wide Web; Web application; Order (exchange); Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002045331,0.00004047911,0.00006393285,0.0002690659,0.00004161855,0.00007854951,0.0002393734,0.00002053657,0.0003746758],"category_scores_gemma":[0.00007320691,0.00002937476,0.00003263481,0.000380616,0.00001628625,0.002384471,0.00001278154,0.00002374522,0.0001395115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009252918,"about_ca_system_score_gemma":0.0000139543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008082299,"about_ca_topic_score_gemma":0.00001455758,"domain_scores_codex":[0.9987507,0.00001639559,0.0003511803,0.00008591612,0.0007120204,0.00008377525],"domain_scores_gemma":[0.9993513,0.0001081521,0.0001058642,0.0002090354,0.0001785734,0.00004713736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001071932,0.0002153852,0.597627,0.000006474727,0.000005607963,0.000003791235,0.00172869,0.002108936,0.02743613,0.01596851,0.003436356,0.3513559],"study_design_scores_gemma":[0.001255557,0.0002431732,0.7281861,0.0000146895,0.00001561781,2.605417e-7,0.01929122,0.03291122,0.1882714,0.003699916,0.02580657,0.0003043342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529407,0.000002486953,0.1339569,0.0000922802,0.0001668933,0.00005322793,8.576797e-7,0.00003604056,0.01275066],"genre_scores_gemma":[0.9946877,3.954787e-7,0.004512922,0.00005948878,0.00003851483,0.000001536414,0.000002548358,0.000001823887,0.0006951191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3510515,"threshold_uncertainty_score":0.4102438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4763402937503041,"score_gpt":0.4981302117785945,"score_spread":0.02178991802829044,"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."}}