{"id":"W2781642923","doi":"","title":"Oceanographic mooring designs for challenging environments","year":2017,"lang":"en","type":"article","venue":"OCEANS 2017 – Anchorage","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Mooring; Inlet; Oceanography; Marine engineering; Arctic; Bathymetry; Drifter; Environmental science; Geology; Meteorology; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005777393,0.0001556465,0.0001984173,0.00006688963,0.006128712,0.0001693759,0.0005837214,0.0001021261,0.00003158476],"category_scores_gemma":[0.0002462731,0.0001469987,0.0001381819,0.00003372765,0.0005869843,0.0003811082,0.0001102491,0.0001110687,0.0000434296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005413973,"about_ca_system_score_gemma":0.00003555691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002951638,"about_ca_topic_score_gemma":0.0002658743,"domain_scores_codex":[0.9986841,0.00004580895,0.0001498318,0.0002980941,0.0002370222,0.0005851461],"domain_scores_gemma":[0.9990776,0.00008337781,0.0001797693,0.0004866452,0.00001625185,0.0001563275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001842988,0.0006080544,0.2240678,0.0002660257,0.001037858,0.0001315511,0.1474924,0.00008658318,0.000672659,0.3484836,0.1885614,0.08840781],"study_design_scores_gemma":[0.0009108456,0.00008281777,0.06765562,0.0001028788,0.00009079915,0.000001475994,0.006029595,0.0001718152,0.0001203528,0.01193652,0.9122856,0.0006116733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1416698,0.003278378,0.04355251,0.0376787,0.003143455,0.002485169,0.0001181893,0.0003976824,0.7676761],"genre_scores_gemma":[0.9860035,0.002509014,0.0006338278,0.0001043792,0.000818565,0.00002441387,0.000001936999,0.00002187123,0.009882449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8443338,"threshold_uncertainty_score":0.9951652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037363780640185,"score_gpt":0.3631628514642136,"score_spread":0.2594264734001951,"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."}}