{"id":"W7161959519","doi":"10.82308/36977","title":"Cascading effects of tranverse failure of a transmission tower","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Context (archaeology); Order (exchange)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003517968,0.0001401137,0.0003049514,0.0001879369,0.00001281378,0.000003950445,0.0000725239,0.0002177604,0.00104925],"category_scores_gemma":[0.00000728925,0.0001230155,0.0001867297,0.0001812128,0.00001041199,0.00005417395,0.000001152609,0.00008119688,0.000006256603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001363131,"about_ca_system_score_gemma":0.00001655757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002734269,"about_ca_topic_score_gemma":0.0001646998,"domain_scores_codex":[0.9994016,0.000008831632,0.0002628716,0.0001009658,0.0001438571,0.00008187603],"domain_scores_gemma":[0.9997054,0.00002336134,0.00005604166,0.0001198829,0.00005597319,0.00003929183],"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":[0.0002168819,0.0002290743,0.00009386398,0.02535387,0.002450234,0.00001985536,0.03356585,0.02074326,0.7827263,0.001102733,0.02717673,0.1063214],"study_design_scores_gemma":[0.0007791393,0.0001205515,0.0002825636,0.00103979,0.000713912,0.00000124657,0.001886378,0.3546872,0.636585,0.00009225901,0.003346408,0.0004656129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4748942,0.000698231,0.4296497,0.00001712233,0.0008040771,0.0005038447,0.00001540335,0.0002838753,0.09313358],"genre_scores_gemma":[0.9897581,0.00007942947,0.003091257,0.000003968708,0.00002500483,0.000005247569,0.0002120538,0.00002974487,0.006795132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514864,"threshold_uncertainty_score":0.9998639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002161463069980096,"score_gpt":0.1975418546141882,"score_spread":0.1953803915442081,"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."}}