{"id":"W1969015745","doi":"10.1007/s10546-015-0008-x","title":"On the Offshore Advection of Boundary-Layer Structures and the Influence on Offshore Wind Conditions","year":2015,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Advection; Stratification (seeds); Offshore wind power; Sea breeze; Fetch; Wind shear; Geology; Submarine pipeline; Mesoscale meteorology; Wind stress; Environmental science; Wind gradient; Prevailing winds; Planetary boundary layer; Wind speed; Boundary layer; Atmospheric sciences; Wind power; Climatology; Oceanography; Mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001304909,0.0002997865,0.0004594591,0.0001498328,0.0008747011,0.0001375612,0.000444938,0.0002133735,0.001842877],"category_scores_gemma":[0.0009739416,0.0001525491,0.0001200358,0.0003432431,0.002224165,0.0001875992,0.00004270096,0.0005393476,0.0001130039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001421909,"about_ca_system_score_gemma":0.000175209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005110443,"about_ca_topic_score_gemma":0.0008386344,"domain_scores_codex":[0.9971705,0.000938686,0.0004952619,0.0004574555,0.0004970294,0.0004410483],"domain_scores_gemma":[0.9963289,0.002497427,0.0002476735,0.0005561609,0.0001688226,0.0002010064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.007498853,0.0002345131,0.2106195,0.00005016986,0.0006657215,0.00004062658,0.005930838,0.1974446,0.0007388692,0.5539594,0.01253681,0.01027998],"study_design_scores_gemma":[0.001669664,0.001346258,0.6133283,0.00000950488,0.00009519306,0.0000374157,0.0003431174,0.003474105,0.0000886984,0.3630232,0.01635237,0.0002321397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809421,0.0005876627,0.0000517497,0.003981624,0.0004940126,0.0005844418,0.0001764412,0.00004259224,0.01313936],"genre_scores_gemma":[0.9952651,0.00002548811,0.00009676228,0.004185996,0.000140654,0.00001012356,0.00008934485,0.00000869237,0.0001778605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4027088,"threshold_uncertainty_score":0.9990696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404282291679947,"score_gpt":0.2620778088072871,"score_spread":0.2280349858904877,"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."}}