{"id":"W4396983587","doi":"10.69520/jipe.v3i1.97","title":"Call for Papers: Beyond COVID","year":2021,"lang":"en","type":"paratext","venue":"Journal of innovation in polytechnic education.","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Betacoronavirus; Virology; Computer science; Medicine; Outbreak; Internal medicine; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.001108992,0.0002402583,0.0004515044,0.001109963,0.00008759681,0.0003754488,0.001141491,0.0003449151,0.0003352617],"category_scores_gemma":[0.001120399,0.000241256,0.0001853026,0.003384297,0.00005400801,0.0007319095,0.00008798332,0.0006034827,0.00005886227],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007097875,"about_ca_system_score_gemma":0.01403095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009227346,"about_ca_topic_score_gemma":0.000003229702,"domain_scores_codex":[0.9970449,0.00005541234,0.001866304,0.0003209378,0.000460186,0.0002522566],"domain_scores_gemma":[0.9942359,0.0002205753,0.002012245,0.0005241888,0.002906464,0.0001006739],"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":[0.000003817843,0.0003791582,0.00001336797,0.0001044088,0.00003112045,6.765887e-7,0.0006870099,0.00004008099,0.0002070574,0.07355828,0.9052146,0.01976042],"study_design_scores_gemma":[0.0003628857,0.00008675527,0.0001512278,0.0002972663,0.00001025405,0.00008116946,0.0007872307,0.00004218644,0.0003478753,0.004073443,0.9934895,0.0002701802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001439919,0.01280098,0.5086854,0.06390812,0.0583525,0.001681481,0.0001029059,0.00009224408,0.3529365],"genre_scores_gemma":[0.03486004,0.002182439,0.2738211,0.04419264,0.005558272,0.0005151502,0.001051165,0.0001404092,0.6376787],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2847422,"threshold_uncertainty_score":0.9915586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111925523276418,"score_gpt":0.3299241898266724,"score_spread":0.3088049345939082,"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."}}