{"id":"W1989951074","doi":"10.1002/ad.471","title":"Saucier + Perrotte Architectes","year":2007,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Formative assessment; Art history; Management; Sociology; Visual arts; Media studies; Law; Engineering; Art; Political science; Economics; Pedagogy","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":[0.0007066222,0.0004737145,0.000347724,0.0003847381,0.0002290352,0.0000477872,0.0004621439,0.0001434281,0.0001408723],"category_scores_gemma":[0.00009611194,0.0004089844,0.0001919344,0.0003749653,0.0001906957,0.0001070549,0.00006771181,0.0006404726,0.0002890234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007616212,"about_ca_system_score_gemma":0.000031151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002695857,"about_ca_topic_score_gemma":0.00006610844,"domain_scores_codex":[0.9975593,0.0001148328,0.0004327924,0.0004164193,0.0004159555,0.001060676],"domain_scores_gemma":[0.9984143,0.0006538733,0.00004334482,0.0005030158,0.00004329355,0.0003421367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000353178,0.00006820935,0.00107703,0.000162273,0.0002216176,0.0002253633,0.006559465,0.2496778,0.1129107,0.0005160983,0.004726645,0.6235015],"study_design_scores_gemma":[0.005149805,0.001665865,0.161767,0.0003599547,0.0003147798,0.003194724,0.0004842647,0.2350086,0.424394,0.115809,0.04441176,0.007440301],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2087682,0.0006915962,0.7769497,0.00008143157,0.0003801149,0.0004698621,0.000007096058,0.001262877,0.01138917],"genre_scores_gemma":[0.9514832,0.00002475554,0.04718641,0.0002937599,0.0004164287,0.00002727928,0.00001013598,0.0001153894,0.000442663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.742715,"threshold_uncertainty_score":0.9998362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192221399577163,"score_gpt":0.2289712842926924,"score_spread":0.2070490702969207,"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."}}