{"id":"W6923553272","doi":"10.14288/cl.vi242.192411","title":"VR Empathy Machine”","year":2020,"lang":"en","type":"article","venue":"Open Collections","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Politics; Reading (process); Mythology; Memoir; Prism; Audience measurement; Multiculturalism","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002164694,0.00004457042,0.00007470929,0.00001102813,0.005634363,0.001358896,0.0003400257,0.00004458304,0.003084638],"category_scores_gemma":[0.0001725288,0.00004526797,0.00003361603,0.0006212194,0.00007859954,0.0001860489,0.00009901422,0.0001512415,0.00007862425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004131811,"about_ca_system_score_gemma":0.0002746517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04525873,"about_ca_topic_score_gemma":0.02377241,"domain_scores_codex":[0.9994314,0.00009327627,0.00007001044,0.0001351571,0.0001351818,0.0001349959],"domain_scores_gemma":[0.9996685,0.0000609551,0.00002839092,0.00007093616,0.00004416448,0.0001270142],"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":[0.00001638357,0.00008569426,0.00003645608,0.0000023688,0.00002310149,0.000006211165,0.0387971,0.000007172256,0.00005911828,0.03545646,0.9237238,0.001786104],"study_design_scores_gemma":[0.0001161641,0.00003507181,0.00003263041,0.000002449489,0.000005679906,3.846687e-7,0.003233031,0.0000934112,0.00004386314,0.00722461,0.9891399,0.00007279158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000203945,0.00001741009,0.0002519532,0.01869635,0.0001706155,0.000248338,0.00002009502,0.00005326664,0.980338],"genre_scores_gemma":[0.5146488,0.00005133525,0.0003169821,0.003147042,0.0002871025,0.00004471521,0.000003440705,0.00001079578,0.4814898],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5144448,"threshold_uncertainty_score":0.9996778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07204399294032297,"score_gpt":0.3500423198706076,"score_spread":0.2779983269302846,"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."}}