{"id":"W3163106139","doi":"","title":"Seismic considerations for telecommunication towers mounted on building rooftops","year":2004,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Structural engineering; Tower; Engineering; Shear wall; Base (topology); Moment (physics); Telecommunications; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001054228,0.0001367579,0.000150038,0.0001478306,0.0001810289,0.00005531107,0.0001149278,0.00006969417,0.0000447594],"category_scores_gemma":[0.00006411493,0.000142907,0.00008343789,0.0001807825,0.00002044732,0.0001773225,0.00001434241,0.00014388,0.00006766846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767422,"about_ca_system_score_gemma":0.0000299391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003508869,"about_ca_topic_score_gemma":0.00003872966,"domain_scores_codex":[0.9993637,0.000009163056,0.0001655887,0.0001416416,0.00009609539,0.0002238226],"domain_scores_gemma":[0.9994311,0.0001012493,0.00003295754,0.0003454705,0.00003780685,0.00005143042],"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":[0.000006326963,0.00002030861,0.00004089867,0.00001473365,0.00005930199,7.848146e-7,0.0004528216,0.9878221,0.005515236,0.001457139,0.002370614,0.002239789],"study_design_scores_gemma":[0.001386766,0.00008253948,0.0004999992,0.0001216408,0.00009224821,0.00001216889,0.0005190795,0.892787,0.04762984,0.003829702,0.05255009,0.0004889442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359729,0.0002981389,0.05776095,0.003772342,0.0002044288,0.0002506519,0.00001596667,0.0003866773,0.001337988],"genre_scores_gemma":[0.9926783,0.000138801,0.006215485,0.0005724996,0.00008325961,0.00005482152,0.00002622474,0.00002898408,0.0002015801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09503507,"threshold_uncertainty_score":0.5827578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351638388629058,"score_gpt":0.2557241071037345,"score_spread":0.2422077232174439,"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."}}