{"id":"W4233880839","doi":"10.2172/1390777","title":"An Integrated Approach To Offshore Wind Energy Assessment: Great Lakes 3D Wind Experiment","year":2017,"lang":"en","type":"report","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Offshore wind power; Shore; Environmental science; Wind power; Wind speed; Meteorology; Escarpment; Renewable energy; Submarine pipeline; Turbine; Terrain; Swell; Prevailing winds; Geology; Marine engineering; Oceanography; Geography; Engineering; Geomorphology; Cartography; Aerospace engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052268,0.0008337606,0.0009099352,0.0005143697,0.0002386415,0.0005211796,0.001002014,0.000620069,0.0006632057],"category_scores_gemma":[0.0000371043,0.0006797657,0.0001655293,0.0002092456,0.00005800711,0.0002748044,0.0002010692,0.0006105907,0.00004442182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170741,"about_ca_system_score_gemma":0.001830012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347858,"about_ca_topic_score_gemma":0.0002784344,"domain_scores_codex":[0.9958756,0.00006379691,0.0006044522,0.0008689535,0.001585085,0.00100213],"domain_scores_gemma":[0.9971524,0.00002245465,0.00008986328,0.001466438,0.000384523,0.0008842554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007183955,0.0007129748,0.0007899613,0.0006871426,0.002281813,0.0003881962,0.0008150525,0.06013735,0.001861676,0.0008116508,0.744517,0.1869254],"study_design_scores_gemma":[0.0003076514,0.0001471406,0.001383226,0.0001876432,0.00003153349,0.00005585149,0.0002230422,0.00684882,0.002617507,0.00001199475,0.9871208,0.001064788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002001902,0.0008091807,0.01281528,0.0000252339,0.001190905,0.0003682752,0.00007611966,0.0006010268,0.9821121],"genre_scores_gemma":[0.6113847,0.003438859,0.05963179,0.0001674412,0.003499938,0.0007439487,0.008697814,0.000880962,0.3115545],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6705576,"threshold_uncertainty_score":0.9995654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03976765542064863,"score_gpt":0.3107749281150722,"score_spread":0.2710072726944235,"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."}}