{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001348834,0.0006756441,0.0004108443,0.0009669859,0.003998441,0.003382828,0.001292475,0.002927698,0.709878],"category_scores_gemma":[0.006925679,0.0003796396,0.000696687,0.0005077382,0.000879654,0.001740006,0.003702379,0.002858447,0.4284614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164507,"about_ca_system_score_gemma":0.008160891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024238,"about_ca_topic_score_gemma":0.02025899,"domain_scores_codex":[0.9985914,0.0002023832,0.0000515649,0.0001659348,0.0005672406,0.0004214955],"domain_scores_gemma":[0.9953218,0.0004033139,0.0001937809,0.0004033075,0.001655285,0.002022458],"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":[0.00004597208,0.00002861094,0.0002639991,0.00005849699,0.000002398031,0.00008328819,0.00003129876,0.00002314621,0.000121193,0.001172157,0.9740035,0.02416592],"study_design_scores_gemma":[0.0000157745,0.00001671795,0.0006139865,0.00007000477,0.000001610356,0.000071595,0.000109391,0.00003625598,0.00007907231,0.000531724,0.9984494,0.00000453085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001253591,0.000501729,0.0005291133,0.01406883,0.01169758,0.0002182416,0.00303531,0.001031738,0.9676639],"genre_scores_gemma":[0.01252877,0.0006557949,0.000419442,0.0145887,0.002071233,0.0002252969,0.002607908,0.0004526842,0.9664502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.709878,"threshold_uncertainty_score":0.4138238,"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."}}