{"id":"W4410286613","doi":"10.1080/10464883.2025.2463299","title":"Seven Hundred Thousand Adobe Blocks","year":2025,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Adobe; Computer graphics (images); Computer science; Engineering; Architectural engineering; Engineering drawing; Archaeology; Visual arts; Art; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001967656,0.0003116799,0.00008854686,0.0009151493,0.003455211,0.00243433,0.0002942148,0.0003717275,0.07275545],"category_scores_gemma":[0.0008644966,0.0002077083,0.0001605501,0.0008795367,0.0009279476,0.001434695,0.001345029,0.0005622451,0.009177606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369051,"about_ca_system_score_gemma":0.000654603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01708307,"about_ca_topic_score_gemma":0.0797408,"domain_scores_codex":[0.9997794,0.00003040646,0.000007170872,0.00003947284,0.0001014122,0.00004216289],"domain_scores_gemma":[0.9996325,0.00007795024,0.0000212858,0.00005284216,0.0001069693,0.0001083552],"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":[0.0002886686,0.0001191932,0.007979765,0.0004184544,0.00002096434,0.001059994,0.03124078,0.0003456496,0.008919866,0.08758869,0.5043303,0.3576877],"study_design_scores_gemma":[0.00000228512,0.0000215354,0.002619252,0.00003568971,0.000003887558,0.0001277402,0.002988955,0.00008091846,0.00040317,0.0007253556,0.9929848,0.000006536688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1849363,0.002980826,0.003818821,0.004133993,0.001231905,0.00009867092,0.001446532,0.001270328,0.8000826],"genre_scores_gemma":[0.2420916,0.001775707,0.004463915,0.0007226923,0.0003451505,0.00006163652,0.0009072203,0.0006166827,0.7490153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07275545,"threshold_uncertainty_score":0.2433913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009625870001226808,"score_gpt":0.2647437005221966,"score_spread":0.2551178305209698,"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."}}