{"id":"W3090587403","doi":"10.30564/jms.v2i3.1738","title":"Perspectives on offshore wind farms development in Great Lakes","year":2020,"lang":"en","type":"article","venue":"Journal of Marine Science","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Offshore wind power; Submarine pipeline; Environmental science; Installation; Wind power; Renewable energy; Global warming; Oceanography; Climate change; Meteorology; Geography; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003646077,0.00007158279,0.0001284138,0.00006895258,0.0001125917,0.00002749576,0.0002501135,0.00001116262,0.001008193],"category_scores_gemma":[0.0001133857,0.00004648589,0.00002409448,0.0002802227,0.0002558385,0.0002132177,0.00005047516,0.0001212915,0.00007603388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002080227,"about_ca_system_score_gemma":0.00006690656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002890327,"about_ca_topic_score_gemma":0.00009989549,"domain_scores_codex":[0.9990346,0.00001396837,0.0001957322,0.0001324594,0.0004625955,0.0001606882],"domain_scores_gemma":[0.9996902,0.00003777394,0.00009209273,0.00003973053,0.00001754575,0.0001227052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004228766,0.00001522964,0.9265121,0.000002482628,0.000004432273,0.00003006633,0.003822573,0.00140372,0.00002952051,0.0000143676,0.00006616303,0.06805705],"study_design_scores_gemma":[0.000173116,0.0002506205,0.9926303,0.000011208,0.000002132573,0.0000129326,0.004222636,0.0004615667,0.0001653298,0.0000701608,0.001935634,0.00006435158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847568,0.0001234075,0.00002683369,0.00145632,0.00006685878,0.0000349885,7.743994e-7,0.000002453408,0.01353152],"genre_scores_gemma":[0.9975953,0.00009153481,0.001942036,0.000240496,0.00005950325,4.463978e-8,3.498766e-7,8.795989e-7,0.00006992411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06799269,"threshold_uncertainty_score":0.999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975270073440894,"score_gpt":0.2078934329993429,"score_spread":0.188140732264934,"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."}}