{"id":"W4387410080","doi":"10.1525/lavc.2023.5.4.3","title":"Editorial Commentary","year":2023,"lang":"en","type":"editorial","venue":"Latin American and Latinx Visual Culture","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Publishing; Download; Library science; History; Media studies; Art history; Art; World Wide Web; Sociology; Computer science; Literature","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.000689361,0.0006535255,0.00114723,0.0001301738,0.001353859,0.0003194458,0.0004997593,0.0007623245,0.0001519207],"category_scores_gemma":[0.0035426,0.0005758362,0.0002129907,0.001134158,0.002948587,0.0001598669,0.0004122615,0.001655274,0.0001476399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281258,"about_ca_system_score_gemma":0.0003379006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02517628,"about_ca_topic_score_gemma":0.004304139,"domain_scores_codex":[0.994791,0.0005957225,0.0005597958,0.0008994311,0.002192436,0.0009615874],"domain_scores_gemma":[0.9954746,0.0026149,0.0007706392,0.0003052119,0.0004216787,0.0004129609],"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":[0.00004117198,0.00005571475,0.0005337679,0.00003881151,0.0001629715,0.000007004278,0.01639787,5.032555e-7,0.000004727218,0.0001130214,0.9776403,0.005004152],"study_design_scores_gemma":[0.000403084,0.0003487307,0.0001289221,0.0001034315,0.0001252206,4.939914e-8,0.02008225,0.000005868656,5.972607e-7,0.00009694423,0.9779894,0.000715533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001425573,0.000252361,0.000003929759,0.00124938,0.9776523,0.0004115601,0.0003293463,0.0006558492,0.01930274],"genre_scores_gemma":[0.0003265808,0.002132001,0.0004896218,0.0005459061,0.982621,0.00007844199,0.0005323616,0.0001324175,0.01314163],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02087215,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166919816923722,"score_gpt":0.3440862791743796,"score_spread":0.3324170810051424,"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."}}