{"id":"W4366285381","doi":"10.1002/dac.5215","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"International Journal of Communication Systems","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; University of Victoria; Université de Sherbrooke; Toronto Metropolitan University; Memorial University of Newfoundland","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001374756,0.0001447897,0.0005351529,0.0009008261,0.00007646604,0.0004787089,0.001633646,0.000152084,0.006346459],"category_scores_gemma":[0.0001821431,0.0001575038,0.0002116043,0.0001430466,0.0000671857,0.0009061617,0.0002510629,0.0002895837,0.3727131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022176,"about_ca_system_score_gemma":0.00005928475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002456977,"about_ca_topic_score_gemma":0.00000195537,"domain_scores_codex":[0.9977888,0.00003715779,0.001787272,0.0001129229,0.0001475993,0.0001262343],"domain_scores_gemma":[0.995213,0.0001142952,0.003535381,0.0004248817,0.0006592866,0.00005314733],"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":[0.00001159022,0.00001586081,0.00002945832,0.00001038913,0.0004121221,7.942251e-7,0.0007354898,0.002246812,1.53676e-7,0.01291261,0.9833322,0.0002925621],"study_design_scores_gemma":[0.0003459445,0.00001406083,0.00005271389,0.0001935135,0.000006960243,0.00001089269,0.0009699396,0.0004713495,0.000001339469,0.0003671729,0.997428,0.0001381414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006411788,0.01250089,0.000957704,0.001259319,0.08015593,0.0001428758,0.001451278,0.00001535386,0.9034525],"genre_scores_gemma":[0.01964167,0.01926612,0.0001525921,0.00020721,0.001290285,0.00001716635,0.0003494681,0.00002630955,0.9590492],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3663667,"threshold_uncertainty_score":0.9945619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05800567407715285,"score_gpt":0.2757635659486068,"score_spread":0.2177578918714539,"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."}}