{"id":"W4406246303","doi":"10.25765/sauc.v6i1.219","title":"Pandemic PSAs","year":2020,"lang":"en","type":"article","venue":"Street Art & Urban Creativity","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; Biology; Medicine; Internal medicine","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":[0.0005139363,0.0002121236,0.0004540318,0.00003384994,0.0005239536,0.000006777633,0.0001794629,0.000299253,0.001210067],"category_scores_gemma":[0.0003125742,0.0001802525,0.00009416231,0.0001770618,0.00006036166,0.0001242192,0.0001209536,0.000911055,0.002193193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146085,"about_ca_system_score_gemma":0.0003706407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006987394,"about_ca_topic_score_gemma":0.004258632,"domain_scores_codex":[0.9973287,0.0008581364,0.000490224,0.0004270479,0.0002812823,0.0006145974],"domain_scores_gemma":[0.9983832,0.0004514665,0.0001897985,0.0003540137,0.0001158608,0.0005056969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003393511,0.0000307505,0.7627667,0.0003310778,0.00002511814,0.00001178152,0.007707008,4.156045e-7,0.0001229756,0.001867052,0.2245425,0.002560626],"study_design_scores_gemma":[0.0007102616,0.0002240173,0.131643,0.0002142049,0.00001763533,8.479574e-7,0.007136076,0.00007570086,0.00002470115,0.000217212,0.8594704,0.0002659725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.759518,0.0008043525,0.0003533098,0.01807239,0.0005839617,0.001116301,0.0001441517,0.0006570462,0.2187505],"genre_scores_gemma":[0.9892064,0.0001157302,0.00007942985,0.002428362,0.001712322,0.0001026916,0.00002899953,0.00003408654,0.006291988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6349279,"threshold_uncertainty_score":0.999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.20441836757239,"score_gpt":0.4386782009283084,"score_spread":0.2342598333559184,"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."}}