{"id":"W4411618081","doi":"10.51847/1psdpo2ejv","title":"10.51847/1PSDPo2ejv","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Aesthetics; Art; Art history; Visual arts","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":["insufficient_payload"],"category_scores_codex":[0.00005257265,0.0001280435,0.0001203792,0.0000579771,0.00004629025,0.00002219109,0.0001421612,0.00005248511,0.9602214],"category_scores_gemma":[0.000007381058,0.0001278041,0.00004271911,0.00009867112,0.00001352752,0.00004522631,0.00001364381,0.0001024315,0.9592645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002178017,"about_ca_system_score_gemma":0.000006592029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006367744,"about_ca_topic_score_gemma":1.824272e-7,"domain_scores_codex":[0.9994057,0.00001412551,0.0001043781,0.0001242887,0.0001114023,0.000240141],"domain_scores_gemma":[0.999611,0.0000282417,0.000004682132,0.0002222324,0.00001029183,0.0001235329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001902646,0.00001073984,1.848472e-7,0.00000961825,0.00001476191,0.000005981474,0.00005542501,0.03217133,0.0001788178,7.058899e-7,0.03701463,0.9305188],"study_design_scores_gemma":[0.0001080538,0.00003971023,0.00004761195,0.000007026799,0.00000776838,0.000007266577,2.708386e-7,0.009686409,0.0001394365,0.00002323741,0.9897615,0.0001716617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002171629,0.0001234477,0.0002371839,0.00002965801,0.000004431793,0.0001106286,0.00000792514,0.0005574558,0.9967576],"genre_scores_gemma":[0.006596427,7.090948e-7,0.0004466,0.00004599226,0.0001488699,0.00001115162,0.000006412154,0.00003981408,0.992704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9527469,"threshold_uncertainty_score":0.5211699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008190201094047203,"score_gpt":0.1738570568726585,"score_spread":0.1656668557786113,"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."}}