{"id":"W4246638750","doi":"10.1002/bate.201190133","title":"Bautechnik Aktuell: Bautechnik 12/2011","year":2011,"lang":"de","type":"article","venue":"Bautechnik","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149528,0.001719516,0.0008856913,0.003446196,0.002344769,0.003552248,0.001376385,0.001701953,0.1730435],"category_scores_gemma":[0.0007620128,0.001025284,0.0009913108,0.002522894,0.0008172799,0.0017527,0.003166841,0.003223085,0.08066389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002089103,"about_ca_system_score_gemma":0.002110251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007974721,"about_ca_topic_score_gemma":0.01163336,"domain_scores_codex":[0.9988802,0.00006118201,0.00003941154,0.0001163401,0.0007270681,0.0001758142],"domain_scores_gemma":[0.9995437,0.0000348212,0.00001735663,0.0001378039,0.0001674227,0.00009886167],"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":[0.001340566,0.0004652467,0.001470841,0.0009222548,0.00008128343,0.0004673815,0.0003450024,0.00666099,0.116168,0.02841866,0.264744,0.5789157],"study_design_scores_gemma":[0.00007972763,0.0001544131,0.004048395,0.0001250436,0.00002870039,0.0004023867,0.00009481182,0.003721774,0.07077879,0.003384282,0.9170821,0.00009953463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05516479,0.01553702,0.1418368,0.004191129,0.007904203,0.001249204,0.01937982,0.01733581,0.7374013],"genre_scores_gemma":[0.09358902,0.007309447,0.0462803,0.0003999103,0.0003724919,0.000493313,0.01268023,0.005002143,0.8338732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1730435,"threshold_uncertainty_score":0.5788882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811630839322443,"score_gpt":0.2137366465692799,"score_spread":0.1856203381760555,"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."}}