{"id":"W4253726060","doi":"10.1002/dac.3427","title":"Issue Information","year":2018,"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":[0.001288476,0.0001501907,0.0005252873,0.0007038978,0.00008451037,0.0005024579,0.001755111,0.0001593146,0.0157665],"category_scores_gemma":[0.0001426177,0.0001599795,0.0001968799,0.00009534287,0.00011471,0.00105287,0.0002357813,0.0002472958,0.2458172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003109225,"about_ca_system_score_gemma":0.00006391947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001611825,"about_ca_topic_score_gemma":0.000001391153,"domain_scores_codex":[0.9978122,0.00003972452,0.001771109,0.0001157144,0.0001393277,0.0001218969],"domain_scores_gemma":[0.994461,0.00006952998,0.003967975,0.0004631536,0.0009825645,0.00005578408],"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":[0.00001707867,0.00002160033,0.00004268987,0.000007987415,0.0003875798,3.73199e-7,0.0008218149,0.000402258,1.892797e-7,0.01012555,0.9879348,0.0002380549],"study_design_scores_gemma":[0.0003729115,0.00002495543,0.00003111412,0.000180265,0.000007542131,0.00001686258,0.0006552502,0.0003162529,0.000003169526,0.0003200494,0.997928,0.000143633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009563044,0.01491618,0.001543107,0.0007597831,0.06328614,0.000125562,0.0009992478,0.000006752561,0.9182676],"genre_scores_gemma":[0.04643718,0.0143354,0.0004655238,0.0003919254,0.002803012,0.00001494748,0.0003219478,0.00002415249,0.9352059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2300507,"threshold_uncertainty_score":0.9851332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04506577400359713,"score_gpt":0.2684211047853809,"score_spread":0.2233553307817838,"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."}}