{"id":"W4311936927","doi":"10.1002/dac.5208","title":"Issue Information","year":2022,"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":[0.001421016,0.0001404114,0.0005162252,0.0007845331,0.0001261453,0.000400651,0.001915472,0.00009863383,0.05862881],"category_scores_gemma":[0.0001119833,0.0001601256,0.00021788,0.0001140985,0.0000594583,0.0009217724,0.0003837171,0.0003879573,0.1045741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005077275,"about_ca_system_score_gemma":0.0000723321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002253238,"about_ca_topic_score_gemma":7.786656e-7,"domain_scores_codex":[0.9978004,0.00005793599,0.001737543,0.0001137473,0.0001751088,0.0001153216],"domain_scores_gemma":[0.994953,0.00008702999,0.004010296,0.0004412534,0.000459915,0.00004846293],"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":[0.00001774586,0.00002870933,0.0000432998,0.000007592755,0.0003903013,7.542995e-7,0.0008879632,0.003924142,1.34831e-7,0.01731143,0.9770541,0.0003338053],"study_design_scores_gemma":[0.0003844881,0.00002168034,0.00002461726,0.00006547293,0.000007226592,0.00002181032,0.001411542,0.0003051181,8.590558e-7,0.0002197055,0.997396,0.0001414873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005717491,0.02340975,0.0006368816,0.0009257415,0.06194133,0.0001362924,0.001679566,0.000006605814,0.9112067],"genre_scores_gemma":[0.03289313,0.01793942,0.000212024,0.0004184007,0.001068353,0.00003337585,0.00055251,0.00002339291,0.9468594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06087298,"threshold_uncertainty_score":0.9422317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04377104213752776,"score_gpt":0.2621346133598138,"score_spread":0.218363571222286,"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."}}