{"id":"W4233720351","doi":"10.1145/3055589.3055590","title":"Editor's introduction","year":2017,"lang":"en","type":"article","venue":"ACM SIGecom Exchanges","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scope (computer science); Computer science; Base (topology); Media studies; Public relations; Sociology; World Wide Web; Library science; Political science; Mathematics; 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":[0.004505528,0.001793848,0.001309097,0.003162676,0.002066026,0.006132073,0.002840939,0.00510165,0.1821038],"category_scores_gemma":[0.02810461,0.0005258947,0.001367858,0.001435905,0.001051562,0.003446866,0.002045149,0.006163536,0.1168787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942674,"about_ca_system_score_gemma":0.004249808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289815,"about_ca_topic_score_gemma":0.00243579,"domain_scores_codex":[0.9960722,0.0005531498,0.0004294796,0.000692849,0.001834868,0.0004174172],"domain_scores_gemma":[0.9778134,0.00432054,0.001213373,0.001007676,0.01202322,0.003621879],"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":[0.0000117362,0.000006990065,0.00002943463,0.00009161724,0.000002164374,0.00002800659,0.000009966057,0.00002016337,0.00003813239,0.0006329278,0.9887783,0.01035055],"study_design_scores_gemma":[0.000004559421,0.00001074708,0.00009829016,0.0001405237,0.000002712406,0.00006383967,0.00001833067,0.00002761872,0.00003800037,0.0006057115,0.998984,0.00000562423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001301784,0.005923925,0.0006953519,0.05120986,0.9135206,0.00006452341,0.0007070326,0.000299268,0.02744918],"genre_scores_gemma":[0.00277842,0.01317298,0.001398313,0.06563627,0.6714347,0.0001742074,0.001276078,0.0006492948,0.2434797],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1821038,"threshold_uncertainty_score":0.6091979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265180504652455,"score_gpt":0.2434243843938705,"score_spread":0.2007725793473459,"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."}}