{"id":"W2184726404","doi":"","title":"Long-Terms Trends For Sea Ice In the Western Arctic Ocean: Implications For Shipping And Offshore Oil And Gas Activities","year":2011,"lang":"en","type":"article","venue":"The Twenty-first International Offshore and Polar Engineering Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Sea ice; Oceanography; Arctic ice pack; Arctic sea ice decline; Arctic; Beaufort sea; Submarine pipeline; Beaufort scale; Geology; Continental shelf; Arctic geoengineering; Antarctic sea ice; Climatology; Environmental science; Physical geography; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0002669285,0.0001461604,0.0001296895,0.00008345838,0.0001785567,0.0001144043,0.0002564956,0.0000444848,0.00002419346],"category_scores_gemma":[0.00004013717,0.00009742024,0.00003444098,0.0000615778,0.0001025631,0.0002200079,0.00002727821,0.0001349869,6.013123e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006744801,"about_ca_system_score_gemma":0.00001538268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003820188,"about_ca_topic_score_gemma":0.001350012,"domain_scores_codex":[0.9993302,0.00001689815,0.0001614934,0.0001899689,0.00009442728,0.000207049],"domain_scores_gemma":[0.9992439,0.0004897022,0.00005749028,0.0001201444,0.00003610893,0.00005269198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006934541,0.00001794071,0.9631357,0.0001168886,0.0000621044,0.000001490186,0.004613551,0.000125061,0.000006298562,0.006026055,0.00003152429,0.02579411],"study_design_scores_gemma":[0.000318705,0.00009153724,0.9508017,0.0001003463,0.00004869432,0.00008271613,0.0004912592,0.04375354,0.000005183855,0.001253738,0.00288057,0.0001719503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841397,0.0003348684,0.006579237,0.007402544,0.0002514061,0.00016835,0.0003618662,0.00002645304,0.0007355594],"genre_scores_gemma":[0.9983115,0.0004932118,0.0005029591,0.0002193878,0.0001046253,0.00001165172,0.000117914,0.00000626448,0.0002324693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04362848,"threshold_uncertainty_score":0.3972682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581350306381596,"score_gpt":0.2337993263484764,"score_spread":0.2079858232846604,"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."}}