{"id":"W4306408342","doi":"10.1386/public_00130_1","title":"Stretching Our Stories (SOS): Digital Worldmaking in Troubled Times","year":2022,"lang":"en","type":"article","venue":"Public","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Centre for Social Innovation; Brandon University; Brock University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Intersectionality; Sociology; Normative; The arts; 2019-20 coronavirus outbreak; Media studies; Pandemic; Ableism; Aesthetics; Movie theater; Inequality; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Work (physics); Public relations; Visual arts; Political science; Gender studies; Art; Law; Medicine; Engineering","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":[0.004598441,0.00008718335,0.0001568536,0.0002962801,0.0008888887,0.0005775851,0.0005107861,0.00002939335,0.0005161799],"category_scores_gemma":[0.003391702,0.00009616151,0.00005404587,0.001222307,0.00008551593,0.001097898,0.000344239,0.0004026872,0.00002341134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005975726,"about_ca_system_score_gemma":0.0006690094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006918024,"about_ca_topic_score_gemma":0.001031423,"domain_scores_codex":[0.9965034,0.001340951,0.0001988832,0.000246631,0.000967254,0.0007428989],"domain_scores_gemma":[0.9991506,0.0003527294,0.00006561745,0.0001660856,0.00005432352,0.0002105915],"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":[0.00005817573,0.000419258,0.4473965,0.00001492028,0.00004529723,0.00008079521,0.07175557,0.000161198,0.000136675,0.3899096,0.006006014,0.08401603],"study_design_scores_gemma":[0.0006085624,0.00009603498,0.01602939,0.00001049004,0.000004675549,0.000001186086,0.1273294,0.0009054799,0.00004657789,0.01258651,0.8420256,0.0003561275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915382,0.0001309531,0.00006076391,0.00709885,0.0003868606,0.0002281884,0.000008878768,0.0001380873,0.07656544],"genre_scores_gemma":[0.9950641,0.000002571579,0.000210235,0.00008736433,0.0001697693,0.0001295638,0.000003325438,0.00001426446,0.00431875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8360196,"threshold_uncertainty_score":0.6836703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5971609094179193,"score_gpt":0.6173829014844245,"score_spread":0.02022199206650521,"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."}}