{"id":"W4367665109","doi":"10.1162/thld_a_00803","title":"Steaming in Plain Sight","year":2023,"lang":"en","type":"article","venue":"Thresholds","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Bachelor; Estate; Resource (disambiguation); Treasure; Architectural engineering; Engineering; Library science; Geography; Visual arts; Art; Computer science; Political science; Archaeology; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004599901,0.0005535226,0.0003484742,0.0006477355,0.003489523,0.004602626,0.0004802926,0.001760399,0.5071274],"category_scores_gemma":[0.001400519,0.0002143258,0.0004470154,0.0007244635,0.000583766,0.002563264,0.0027842,0.002707202,0.2093163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458294,"about_ca_system_score_gemma":0.002015062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01861444,"about_ca_topic_score_gemma":0.07178447,"domain_scores_codex":[0.9996505,0.00003226955,0.00001225338,0.00005089458,0.0001264303,0.0001275989],"domain_scores_gemma":[0.9993635,0.00002841763,0.00002434698,0.00003786595,0.0002112801,0.0003347264],"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":[0.0000495947,0.00002310469,0.0006943475,0.00005364174,0.000003181378,0.0002109574,0.0001640684,0.00002518171,0.0002127368,0.002441993,0.9717222,0.02439901],"study_design_scores_gemma":[0.000003655101,0.00001320228,0.001050094,0.00003898243,0.000001086557,0.00004240225,0.0002938246,0.00001823745,0.00005734808,0.000255759,0.9982217,0.000003631634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005494872,0.002179718,0.0004890953,0.01527487,0.02002174,0.00009283182,0.006559985,0.001305255,0.9485816],"genre_scores_gemma":[0.01350685,0.001000284,0.00027961,0.002664452,0.00131479,0.00003164907,0.003667997,0.000464584,0.9770697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5071274,"threshold_uncertainty_score":0.703023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143055013847455,"score_gpt":0.212983025819166,"score_spread":0.2015524756806914,"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."}}