{"id":"W4413760399","doi":"10.24904/footbridge2025.47","title":"Nancy Pauw Shallow Arch Timber Footbridge, Design and Construction","year":2025,"lang":"en","type":"article","venue":"","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Van der Pauw method; Arch; Structural engineering; Geology; Engineering; Computer science; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004186538,0.0003699413,0.00009057184,0.0008134514,0.002018457,0.002307018,0.0005812254,0.000532585,0.03798639],"category_scores_gemma":[0.000469869,0.0003036553,0.00008461248,0.0005266944,0.0008769238,0.000585437,0.0008665229,0.0005910827,0.007911082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581253,"about_ca_system_score_gemma":0.003307164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08408742,"about_ca_topic_score_gemma":0.4385467,"domain_scores_codex":[0.9994625,0.00003654652,0.000008099015,0.00005674717,0.0003957739,0.00004026568],"domain_scores_gemma":[0.9998367,0.000006977584,0.000004592309,0.000008930562,0.0001035967,0.00003914501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005350718,0.00006036911,0.003720329,0.0001501443,0.000005696784,0.000615173,0.001232438,0.003066865,0.00975736,0.07665496,0.458535,0.4461482],"study_design_scores_gemma":[0.000007154575,0.00005181447,0.004393569,0.00009625262,0.00000324829,0.0004396794,0.0008644139,0.001698946,0.001639289,0.004524559,0.9862677,0.00001350056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02226678,0.003647771,0.04429195,0.007084573,0.00115455,0.0002962933,0.0004932482,0.0006542464,0.9201106],"genre_scores_gemma":[0.05606148,0.001249655,0.0167537,0.0003391917,0.00006502178,0.0001129574,0.0002117759,0.000168594,0.9250375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08408742,"threshold_uncertainty_score":0.167196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005474739668395554,"score_gpt":0.2015604379049822,"score_spread":0.1960856982365866,"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."}}