{"id":"W7162094894","doi":"10.82308/26966","title":"Life cycle cost of support poles in distribution lines","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Life Cycle Costing Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Point (geometry); Hazard; Distribution (mathematics); Class (philosophy); Line (geometry); Electric power transmission; Probability distribution","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":[],"consensus_categories":[],"category_scores_codex":[0.0002541128,0.0002415627,0.0004437187,0.0004306688,0.00005718187,0.0001168821,0.0002455586,0.0002111836,0.000493611],"category_scores_gemma":[0.001051591,0.0002337892,0.0001669373,0.0008433521,0.00002262641,0.0004267721,0.00004428973,0.000174478,0.0002000551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007379798,"about_ca_system_score_gemma":0.0001618271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008042012,"about_ca_topic_score_gemma":0.00731085,"domain_scores_codex":[0.9984898,0.000006411185,0.0006264261,0.0003144544,0.0003243102,0.0002386035],"domain_scores_gemma":[0.9988285,0.00003143969,0.0005606365,0.0002340599,0.0003267092,0.00001865127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009629226,0.002975865,0.7264771,0.0149698,0.001123632,0.000126566,0.0007434845,0.0225949,0.001919159,0.06524651,0.08634247,0.07651757],"study_design_scores_gemma":[0.004117333,0.00003749122,0.9150342,0.002900077,0.001846441,0.00000147413,0.008328835,0.01449955,0.002438093,0.008993083,0.03895416,0.0028493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486434,0.000125872,0.0001842142,0.0006450006,0.0006514962,0.0004077486,0.00004709209,0.0001786882,0.0491165],"genre_scores_gemma":[0.9830665,0.00002348158,0.00003046303,0.000329013,0.0006618637,0.00002332477,0.01354284,0.00003575304,0.002286767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1885571,"threshold_uncertainty_score":0.9985635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389446779361244,"score_gpt":0.2566378435013833,"score_spread":0.2427433757077709,"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."}}