{"id":"W2915349923","doi":"10.1088/1757-899x/471/7/072018","title":"Review of Extravagant Projects by Santiago Calatrava","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Admiration; Bridge (graph theory); Engineering; Art history; Chose; Visual arts; Humanities; Library science; History; Art; Law; Political science; Computer science","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":[0.0002940065,0.0001863886,0.0003425304,0.0001253302,0.00003399684,0.00008585824,0.0002076727,0.00004514484,0.0002662886],"category_scores_gemma":[0.00005253514,0.0001667198,0.00002345802,0.0004396784,0.0001156027,0.0005117728,0.00003889597,0.00006676678,0.000009389472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000284104,"about_ca_system_score_gemma":0.00004866349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001927855,"about_ca_topic_score_gemma":6.518187e-7,"domain_scores_codex":[0.9989377,0.00000574101,0.0003064148,0.0002161594,0.0002506736,0.000283262],"domain_scores_gemma":[0.9995114,0.00001264298,0.00003934823,0.0002177008,0.0001283044,0.0000906174],"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":[0.000001537268,0.000001423309,0.000006883446,0.002960551,0.00001055804,4.527355e-7,0.00007966434,0.001836501,0.9933823,0.0005449547,0.0001683051,0.001006825],"study_design_scores_gemma":[0.00008868776,0.00003947966,0.0003890247,0.001634897,0.00001790141,0.00001954555,0.00008822938,0.01606701,0.9794724,0.000006737562,0.001896059,0.0002800612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895132,0.005270869,0.003283241,0.00006077734,0.0007059451,0.0002437654,0.00003672715,0.00026961,0.0006158906],"genre_scores_gemma":[0.9918172,0.007502125,0.0005465184,0.00003354224,0.00001975837,0.000009317891,0.000009265126,0.00001711723,0.00004513411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01423051,"threshold_uncertainty_score":0.6798634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00957906858964981,"score_gpt":0.209017906138007,"score_spread":0.1994388375483572,"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."}}