{"id":"W3115022472","doi":"","title":"False Freedom: Bio-Carding, Bio-surveillance and Pedagogies for Community Care in the World of COVID-19","year":2020,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art history; Art; Coronavirus disease 2019 (COVID-19); Cartography; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01125338,0.0007031441,0.000461028,0.001223822,0.01556552,0.01130023,0.001303714,0.004035007,0.00996348],"category_scores_gemma":[0.0137305,0.0003491845,0.0004944352,0.0005977631,0.03673037,0.007505883,0.01347073,0.01070903,0.001577053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01487366,"about_ca_system_score_gemma":0.01707088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03761033,"about_ca_topic_score_gemma":0.08584806,"domain_scores_codex":[0.9917817,0.005821748,0.0001373879,0.0003023134,0.0009526574,0.001004189],"domain_scores_gemma":[0.9895886,0.005596509,0.0005373454,0.0004079155,0.0005838335,0.00328577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004009395,0.0002615471,0.003293445,0.0004561528,0.00001009157,0.000936096,0.5630988,0.0001485394,0.0005288781,0.1815469,0.1529033,0.09677612],"study_design_scores_gemma":[0.00001521805,0.00008236412,0.002320715,0.001125247,0.000008115846,0.0008210891,0.2671086,0.0001721746,0.0003053132,0.03758493,0.6904157,0.00004043622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06020524,0.0288124,0.0104571,0.607846,0.009716333,0.0002176047,0.00008338606,0.000304967,0.2823569],"genre_scores_gemma":[0.7296141,0.02475868,0.01344211,0.09595883,0.002062346,0.0002882845,0.00008947435,0.0002125219,0.1335736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9844345,"threshold_uncertainty_score":0.1079165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0703247589126185,"score_gpt":0.3400597594436697,"score_spread":0.2697350005310512,"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."}}