{"id":"W3009843624","doi":"10.1088/1742-6596/1452/1/012047","title":"Economic Sensitivities and Options Surrounding Wind Farm Life Extension","year":2020,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Life extension; Extension (predicate logic); Metric (unit); Cost of electricity by source; Computer science; Business; Power (physics); Actuarial science; Environmental economics; Risk analysis (engineering); Economics; Operations research; Operations management; Engineering; Electricity generation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008252585,0.00009335551,0.0001898512,0.00003210894,0.00005988839,0.0001082457,0.00005644534,0.00002529975,0.00001845738],"category_scores_gemma":[0.00002548489,0.00008574969,0.00003565965,0.0000422894,0.00005559054,0.0004240364,0.00003240076,0.0001587783,0.000006764923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002990354,"about_ca_system_score_gemma":0.0001338613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003699628,"about_ca_topic_score_gemma":0.00000602193,"domain_scores_codex":[0.9994868,0.00001751836,0.0001826346,0.00006455085,0.0001089562,0.0001395358],"domain_scores_gemma":[0.9996111,0.0000335906,0.00004750831,0.00004446113,0.0000778718,0.0001854951],"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":[0.0004936156,0.00007961378,0.004273866,0.0006825146,0.001090773,0.0003189661,0.02243956,0.2536691,0.3151754,0.1605954,0.005452348,0.2357288],"study_design_scores_gemma":[0.004090982,0.001955329,0.06289778,0.0009842238,0.0001845001,0.0007311525,0.03669089,0.06978913,0.750913,0.03481682,0.03438731,0.002558872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885799,0.0002533568,0.008854886,0.0008744442,0.0002251648,0.00003044358,0.000007368148,0.00003173315,0.001142724],"genre_scores_gemma":[0.9979905,0.000712116,0.0008490245,0.00005419673,0.0003502174,3.926926e-7,0.000001764654,0.00001092079,0.00003085754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4357376,"threshold_uncertainty_score":0.3496771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385071784993832,"score_gpt":0.2299211328694043,"score_spread":0.196070415019466,"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."}}