{"id":"W2803728518","doi":"10.1162/thld_a_00046","title":"Building Blocks, Building Books, Building Rooms","year":2018,"lang":"en","type":"article","venue":"Thresholds","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Bachelor; Architecture; Download; World Wide Web; Computer science; Library science; Visual arts; History; Art; Archaeology","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"],"consensus_categories":[],"category_scores_codex":[0.0003788895,0.0004139006,0.0003639599,0.0002671909,0.0003738945,0.0001286475,0.0005229216,0.0002100828,0.0001665061],"category_scores_gemma":[0.00004586047,0.0004184053,0.0001395473,0.0002730213,0.0001649513,0.0002331078,0.0001685115,0.0004483506,0.00008895205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122206,"about_ca_system_score_gemma":0.00002876487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004487358,"about_ca_topic_score_gemma":0.00003005357,"domain_scores_codex":[0.9979232,0.00003343449,0.0003727708,0.0004429598,0.0003777517,0.0008498637],"domain_scores_gemma":[0.998941,0.0000971055,0.00005278473,0.000605429,0.00006295955,0.0002407234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001194305,0.000106325,0.005224073,0.0003117367,0.0004212836,0.0001308072,0.002855759,0.09779058,0.7706093,0.02812878,0.02836025,0.06594172],"study_design_scores_gemma":[0.001712949,0.0003864542,0.002423187,0.0004797677,0.0001831386,0.0002695944,0.00008784704,0.2734812,0.5273465,0.07580975,0.1152809,0.002538753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.64021,0.001138516,0.3437437,0.00004304658,0.0008514919,0.0001954512,0.000007496325,0.001174212,0.01263616],"genre_scores_gemma":[0.9567708,0.00003827001,0.04090065,0.0001753644,0.001684836,0.00002092843,0.00000259466,0.0001322595,0.0002742577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3165609,"threshold_uncertainty_score":0.9998268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004278061744992,"score_gpt":0.2543695868021471,"score_spread":0.2343268061846971,"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."}}