{"id":"W1971697087","doi":"10.1002/stab.201101464","title":"Innovative Membran‐Stadiondächer in Kiew, Warschau und Vancouver","year":2011,"lang":"de","type":"article","venue":"Stahlbau","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003416044,0.0005299585,0.000795996,0.0004736719,0.00006802296,0.00007953076,0.000479625,0.000266284,0.005981027],"category_scores_gemma":[0.00006302162,0.0005066461,0.0001328679,0.001359831,0.0001115157,0.0003973299,0.0001754657,0.0003961941,0.001149063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971413,"about_ca_system_score_gemma":0.00005212369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147201,"about_ca_topic_score_gemma":0.0006207074,"domain_scores_codex":[0.9973972,0.0001344255,0.0008926965,0.0004967835,0.0003653505,0.000713565],"domain_scores_gemma":[0.9988213,0.00006538353,0.0001784311,0.0005860119,0.0002103608,0.0001385665],"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":[0.002947856,0.001299319,0.05914048,0.004554011,0.02166161,0.002403221,0.1126658,0.02281101,0.5577859,0.0452672,0.09959628,0.06986722],"study_design_scores_gemma":[0.007510089,0.0005888491,0.1530298,0.001294485,0.001775557,0.00001089675,0.002025841,0.007436841,0.597047,0.03067842,0.1924709,0.00613136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528201,0.004460482,0.0004849463,0.0000803792,0.006511212,0.0005189663,0.00007202142,0.0002383672,0.03481354],"genre_scores_gemma":[0.995114,0.000209482,0.002800979,0.0001303757,0.0005156316,0.00002393177,0.00003201227,0.00009913164,0.001074479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.11064,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094137835399319,"score_gpt":0.2345969242097113,"score_spread":0.2136555458557181,"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."}}