{"id":"W2005116792","doi":"10.1145/1723028.1723062","title":"The smart internet","year":2009,"lang":"en","type":"article","venue":"","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; IBM (Canada)","funders":"","keywords":"World Wide Web; Computer science; Web service; Web modeling; Ajax; Web development; Web API; Web navigation; Web standards; Web page; Web server; Mashup; The Internet; Server; Data Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001350263,0.00002740088,0.00002892484,0.00001349229,0.00005272223,0.0001945363,0.0006559688,0.000007284567,0.00001120651],"category_scores_gemma":[0.00001487984,0.0000143763,0.00002367937,0.0001207692,0.00000828765,0.0001158408,0.00005900054,0.00002860635,0.0001754095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003088422,"about_ca_system_score_gemma":0.000006206484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002093093,"about_ca_topic_score_gemma":0.00001801692,"domain_scores_codex":[0.9996903,0.00001198729,0.00005285086,0.00009319493,0.00006814703,0.00008350058],"domain_scores_gemma":[0.999597,0.00003049123,0.00001138073,0.0003289025,0.00001037269,0.00002191792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[4.046067e-7,0.00001027864,0.0002241092,1.10748e-7,0.000006995574,0.000002577116,0.0001003615,0.00000133753,0.0000425854,0.3021323,0.1009705,0.5965084],"study_design_scores_gemma":[0.0001000318,0.00007017992,0.006445496,0.000004838723,0.000005201228,0.000009219583,0.00004004874,0.1481244,0.001619481,0.008387726,0.8350549,0.0001385292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00335689,0.0000655427,0.893177,0.01399493,0.0001126518,0.0000140416,1.77102e-7,0.000149629,0.08912912],"genre_scores_gemma":[0.9733696,0.000006144059,0.009321562,0.00118697,0.00002117001,3.888813e-7,5.825773e-7,5.756505e-7,0.01609298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9700127,"threshold_uncertainty_score":0.2254592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107146896835794,"score_gpt":0.227250651916864,"score_spread":0.2165359622332846,"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."}}