{"id":"W4401192437","doi":"10.11113/mjce.v24.15830","title":"SEISMIC BEHAVIOUR OF 4-LEGGED SELF-SUPPORTING TELECOMMUNICATION TOWERS CONSIDERING EARTHQUAKE EFFECTS IN MALAYSIA","year":2018,"lang":"en","type":"article","venue":"Malaysian Journal of Civil Engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Standards and Technology; Telekom Malaysia Berhad; University of Illinois at Urbana-Champaign; McGill University","keywords":"Telecommunications; Seismology; Engineering; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004360579,0.0002568348,0.0005218622,0.0006795123,0.00003044712,0.00003454932,0.0002884909,0.0001102871,0.00007760949],"category_scores_gemma":[0.0001140194,0.0002743969,0.0001802672,0.0005850237,0.00003545158,0.0003111013,0.00003452291,0.0004350959,0.000004687503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230087,"about_ca_system_score_gemma":0.00003263595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007505169,"about_ca_topic_score_gemma":0.00001572969,"domain_scores_codex":[0.9982741,0.00003438554,0.0009566587,0.000127377,0.0002476017,0.0003598454],"domain_scores_gemma":[0.9990799,0.0001163606,0.0002464344,0.0002889835,0.0001312117,0.0001370449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006595493,0.00001388893,0.005185392,0.0001989456,0.000128648,0.00002198498,0.0007257338,0.9787534,0.01260481,0.00005682232,0.0000312688,0.002272471],"study_design_scores_gemma":[0.0006417288,0.0001157735,0.03402811,0.0003422919,0.00008808994,0.0001598401,0.0001739664,0.9449617,0.01899378,0.00002448665,0.0001762944,0.0002939762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8747347,0.0002609867,0.1240421,0.00003419857,0.0004043611,0.0001018357,0.000001417192,0.0001404127,0.0002799519],"genre_scores_gemma":[0.9900102,0.00004096444,0.009727003,0.00000937918,0.0001405952,0.000004636319,0.000002361959,0.00005852399,0.000006339107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152755,"threshold_uncertainty_score":0.9999708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004963059080675735,"score_gpt":0.2102895000629717,"score_spread":0.205326440982296,"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."}}