{"id":"W3207534801","doi":"10.1002/pra2.508","title":"Welcome to Information Science Sponsored by <scp>SIG‐HFIS</scp>","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Scientific Research and Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"BATES; Theme (computing); Perspective (graphical); Information science; Event (particle physics); Indigenous; Sociology; Library science; Media studies; Visual arts; Engineering; Art; World Wide Web; Computer science; Ecology","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":[0.003279462,0.001095842,0.0007198632,0.001876369,0.004803275,0.006886767,0.000841851,0.002885276,0.3686828],"category_scores_gemma":[0.003914214,0.0003877821,0.0008800611,0.00165446,0.000725659,0.002491968,0.005017994,0.003349721,0.1463911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808335,"about_ca_system_score_gemma":0.002334366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004788968,"about_ca_topic_score_gemma":0.017488,"domain_scores_codex":[0.9987916,0.0002627781,0.00003574202,0.0001698814,0.0004683074,0.0002717618],"domain_scores_gemma":[0.9939698,0.0008543834,0.0001734751,0.0002598089,0.001503512,0.003238995],"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":[0.00005339353,0.00002834017,0.0001965438,0.00005836887,0.000004214624,0.00008042854,0.0001023795,0.00002687342,0.0003800413,0.000434704,0.9811345,0.0175002],"study_design_scores_gemma":[0.00001829714,0.0000459578,0.00116325,0.00008269549,0.000005689193,0.000042237,0.0003277036,0.00008673871,0.000293452,0.0004051256,0.9975163,0.00001272891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009770136,0.006090275,0.004427072,0.09715525,0.1214182,0.000890173,0.006527786,0.002681589,0.7510396],"genre_scores_gemma":[0.01774469,0.002860193,0.001128873,0.006847643,0.02461986,0.0004141607,0.003239405,0.001067346,0.9420779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3686828,"threshold_uncertainty_score":0.9004973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008119154812779032,"score_gpt":0.2467436129934927,"score_spread":0.2386244581807137,"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."}}