{"id":"W3135796070","doi":"10.22230/cjc.2021v46n1a4061","title":"Pandemic Publishing: Year Two","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Publishing; Pandemic; Coronavirus disease 2019 (COVID-19); Geography; Political science; Medicine; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002897647,0.00147624,0.00111671,0.003091061,0.002829665,0.01346013,0.001805136,0.005473198,0.4093392],"category_scores_gemma":[0.007945207,0.0005616363,0.0008189291,0.001863704,0.001315016,0.00337285,0.003416239,0.004190583,0.3157264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002160491,"about_ca_system_score_gemma":0.005321291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004352587,"about_ca_topic_score_gemma":0.01228338,"domain_scores_codex":[0.9976531,0.0001449349,0.00008771068,0.0001728946,0.001459989,0.0004814124],"domain_scores_gemma":[0.9897212,0.0005890659,0.0004090263,0.0006713154,0.003292812,0.005316567],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003302902,0.00001362351,0.00006636737,0.00005830283,0.000002681869,0.0000494462,0.000008651549,0.00001829852,0.00009470039,0.0009931611,0.9832729,0.01538873],"study_design_scores_gemma":[0.00001077956,0.00001734128,0.0003811067,0.0000567248,0.000001799642,0.00003141933,0.00003143879,0.00001791802,0.00004515069,0.0003412751,0.99906,0.000005023624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000851948,0.00936008,0.0003962837,0.0441324,0.4793395,0.0002027443,0.001677876,0.0009423994,0.4630968],"genre_scores_gemma":[0.003124773,0.002556423,0.0001702673,0.006842946,0.02994215,0.00003632017,0.0008517499,0.0002738885,0.9562014],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9971024,"threshold_uncertainty_score":0.8425059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638554007929225,"score_gpt":0.3506439309502827,"score_spread":0.2842583908709904,"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."}}