{"id":"W4392706927","doi":"10.1353/mos.2022.a921615","title":"A Q&A with Jonas Staal","year":2022,"lang":"en","type":"article","venue":"Mosaic","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Programming language; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006119067,0.00007998565,0.00008769424,0.00003624709,0.0006083151,0.00005446645,0.0001030102,0.000007911697,0.008495626],"category_scores_gemma":[0.000002962384,0.00006696784,0.00003282386,0.000001569261,0.0001244213,0.00006239614,0.00006598038,0.0001213583,0.0001390258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004352766,"about_ca_system_score_gemma":0.00004959916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00096134,"about_ca_topic_score_gemma":0.008413149,"domain_scores_codex":[0.999357,0.00002822048,0.00008448357,0.0001273738,0.0001853499,0.0002176046],"domain_scores_gemma":[0.99972,0.0000154492,0.00002970042,0.000161972,0.00002251651,0.00005036086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005961591,0.0001966028,0.0004572942,0.00002434412,0.00007122659,0.00003814627,0.3282591,0.0001270349,0.00002718067,0.3861981,0.2831094,0.001431993],"study_design_scores_gemma":[0.0002231368,0.0001103873,0.00004532042,0.000002031779,0.00001259966,0.000007075384,0.002793882,0.00004966494,0.000008922387,0.003925941,0.9927082,0.0001128192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.284494,0.0003882091,0.000315319,0.00221593,0.001006305,0.0003189574,0.0007560786,0.0003271338,0.710178],"genre_scores_gemma":[0.7603078,0.000001713648,0.00004500636,0.001512735,0.0003352656,0.00003671372,0.00008091503,0.00001774252,0.2376621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7095988,"threshold_uncertainty_score":0.9924107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06102574405578069,"score_gpt":0.2394086515262805,"score_spread":0.1783829074704998,"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."}}