{"id":"W4235187823","doi":"10.1145/3381329.3381332","title":"Editors' introduction","year":2020,"lang":"en","type":"article","venue":"ACM SIGecom Exchanges","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Library science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003260196,0.001969761,0.001258719,0.003345472,0.001859568,0.006701889,0.002596029,0.004018322,0.2603135],"category_scores_gemma":[0.01613666,0.0005676286,0.001129546,0.001888241,0.0007667344,0.003924143,0.001998498,0.004884986,0.1787747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429673,"about_ca_system_score_gemma":0.002597777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196219,"about_ca_topic_score_gemma":0.002574228,"domain_scores_codex":[0.9973919,0.000277829,0.0002567333,0.0004379002,0.001348061,0.0002874855],"domain_scores_gemma":[0.9864528,0.002293273,0.0007070014,0.0006294614,0.007310391,0.002607184],"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":[0.000006283123,0.000005447743,0.00001692998,0.00004844475,8.527678e-7,0.000009927772,0.000006699981,0.00001098167,0.00002564802,0.0002939134,0.9902391,0.009335682],"study_design_scores_gemma":[0.000004714553,0.000008634117,0.00008841141,0.00007809539,0.00000157282,0.00002217988,0.00001559013,0.00001635055,0.00002648162,0.0003117509,0.9994223,0.000003891297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001170415,0.005623987,0.0004371605,0.04419119,0.8972848,0.0000812513,0.0007745795,0.0003357523,0.05115422],"genre_scores_gemma":[0.001555188,0.009883176,0.0007457876,0.04633565,0.5632167,0.0001471871,0.001069558,0.000432565,0.3766142],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.7396865,"threshold_uncertainty_score":0.8708355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425489798396948,"score_gpt":0.2135388788612732,"score_spread":0.1892839808773037,"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."}}