{"id":"W2054268016","doi":"10.1145/953460.953502","title":"Viewpoint","year":2003,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Citation; Boom; Computer science; World Wide Web; Library science; Operations research; Engineering","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":[0.001509309,0.0006327062,0.0004856627,0.0009932691,0.003026128,0.01053696,0.001365916,0.006598634,0.4341979],"category_scores_gemma":[0.008682366,0.0002538876,0.0005674768,0.001078754,0.001627028,0.00673533,0.003732809,0.005211625,0.274515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003581939,"about_ca_system_score_gemma":0.005196021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004795287,"about_ca_topic_score_gemma":0.009490136,"domain_scores_codex":[0.9978309,0.0002435853,0.00007071174,0.0003406049,0.001164282,0.0003499615],"domain_scores_gemma":[0.9963945,0.0003107872,0.0001151515,0.0004905898,0.00189177,0.0007972899],"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":[0.000007024442,0.000005450461,0.00005646767,0.00003413941,0.000001259891,0.00004612137,0.00009998738,0.000008110776,0.00005800429,0.01804105,0.9634833,0.01815898],"study_design_scores_gemma":[9.200037e-7,0.000001390984,0.00003490585,0.00003392134,4.964373e-7,0.00002429748,0.00008211709,0.000003291742,0.00001353571,0.00149283,0.998311,0.000001214589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0003454523,0.003379008,0.000477182,0.1004162,0.03790212,0.00003639449,0.0004362701,0.0001850621,0.8568223],"genre_scores_gemma":[0.006070601,0.002990206,0.0003232779,0.03704479,0.008859663,0.0000287615,0.0003530632,0.0002144545,0.9441153],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4341979,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673353461404856,"score_gpt":0.2363042953245959,"score_spread":0.1795707607105474,"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."}}