{"id":"W2027463871","doi":"10.1002/ad.435","title":"Louise T Blouin Institute, West London","year":2007,"lang":"en","type":"article","venue":"Architectural Design","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); The arts; Art history; Management; Dance; Work (physics); Sociology; Media studies; Library science; Engineering; Art; Political science; Visual arts; Law; Computer science; Economics; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0009128551,0.0001488736,0.0001391881,0.00007858536,0.0006136295,0.0000964186,0.0002912866,0.0001079036,0.0006659832],"category_scores_gemma":[0.0002205364,0.0001171111,0.00006399605,0.00042877,0.0003566044,0.0001774093,0.00004906087,0.0002247404,0.0002132216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484142,"about_ca_system_score_gemma":0.0001677567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004344149,"about_ca_topic_score_gemma":0.009092077,"domain_scores_codex":[0.9984784,0.0001015988,0.0002327717,0.0002343981,0.0003731286,0.0005797774],"domain_scores_gemma":[0.9993128,0.0001781691,0.0000623005,0.0001339555,0.00006911735,0.0002437107],"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":[0.0001542638,0.00006037621,0.002519933,0.000007758412,0.00004388927,0.0001542301,0.01434682,0.0003280242,0.001644644,0.01026028,0.06824496,0.9022349],"study_design_scores_gemma":[0.0003815678,0.00008327114,0.02385749,0.00003308686,0.00001290477,0.00002187102,0.00114404,0.00001949971,0.002889562,0.002271347,0.9688898,0.0003954997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7685024,0.0009315188,0.06443284,0.02418546,0.003037177,0.001875613,0.000006898674,0.0007878501,0.1362402],"genre_scores_gemma":[0.9555973,0.0000390561,0.007265138,0.0005179727,0.0005514413,0.000009297507,0.000007443005,0.00001206029,0.03600028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9018393,"threshold_uncertainty_score":0.729205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801977375236709,"score_gpt":0.3025498027790681,"score_spread":0.244530029026701,"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."}}