{"id":"W4213171930","doi":"10.1002/hbe2.198","title":"Issue Information","year":2021,"lang":"en","type":"paratext","venue":"Human Behavior and Emerging Technologies","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004586096,0.000412244,0.0004454037,0.0005363302,0.0002312317,0.0002010327,0.0003893284,0.0009202334,0.0008321572],"category_scores_gemma":[0.0000225732,0.0004191978,0.00008720923,0.000250925,0.0002219711,0.0003004565,0.0003691413,0.0007491131,0.0007039113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000669759,"about_ca_system_score_gemma":0.00001129899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003176728,"about_ca_topic_score_gemma":0.00001153138,"domain_scores_codex":[0.9988299,0.000005516639,0.0003699434,0.0002321348,0.0001609079,0.0004015732],"domain_scores_gemma":[0.9992637,0.00001332063,0.00007071956,0.000575115,0.00005516916,0.00002195827],"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":[8.27595e-7,0.00001397058,0.0001908429,0.0005176037,0.0000571406,0.00001683562,0.0001994892,0.00008011676,0.0006205647,0.0008252489,0.8470801,0.1503973],"study_design_scores_gemma":[0.0001470136,0.00003741499,0.0002432332,0.0001831498,0.0000747564,0.00002010835,0.004735487,0.00003853814,0.006407478,0.0001881354,0.9873124,0.0006123192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5522032,0.1049582,0.001205785,0.001361921,0.02211395,0.002083155,0.0008161797,0.05339444,0.2618631],"genre_scores_gemma":[0.8688639,0.06873871,0.003395355,0.00009204851,0.0005502612,0.001874443,0.002985752,0.0003454878,0.05315402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3166607,"threshold_uncertainty_score":0.999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673979884709115,"score_gpt":0.2539465125817237,"score_spread":0.2372067137346325,"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."}}