{"id":"W4240837222","doi":"10.1016/j.coldregions.2018.06.013","title":"The action of short multi-year ridges on upward sloping conical structures","year":2018,"lang":"en","type":"article","venue":"Cold Regions Science and Technology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering; University of Calgary","funders":"","keywords":"Ridge; Conical surface; Hinge; Geology; Limit (mathematics); Structural engineering; Geotechnical engineering; Geometry; Engineering; Mathematics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002904309,0.00006686061,0.00008992121,0.0001402506,0.0008884636,0.00002993949,0.0003336316,0.00007952929,0.00001445089],"category_scores_gemma":[0.0002350606,0.00004082328,0.00001463778,0.0006047672,0.00522443,0.00009589321,0.00003739767,0.0001398394,0.00001021337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006675973,"about_ca_system_score_gemma":0.0001223826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006029942,"about_ca_topic_score_gemma":0.0003965443,"domain_scores_codex":[0.9992396,0.0000131859,0.0001125001,0.0002080528,0.0001892231,0.0002374795],"domain_scores_gemma":[0.9994476,0.000103117,0.00004434857,0.0002159202,0.0001435207,0.00004543547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006792406,0.00003427494,0.416415,0.00001635827,0.00002593448,0.000006798498,0.0002784009,0.00004157532,0.004907782,0.3768075,0.0007510771,0.2006474],"study_design_scores_gemma":[0.000946937,0.002834922,0.8019298,0.0001409625,0.0000657159,0.0002586696,0.01190991,0.04768305,0.03154949,0.03771878,0.06424706,0.0007147325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939272,0.00006351386,0.0007553652,0.00372213,0.0003227773,0.0001184242,0.000004812424,0.00004720799,0.001038551],"genre_scores_gemma":[0.9985417,0.0002474096,0.001011338,0.00009012043,0.00003670611,8.303682e-7,8.26569e-7,0.000001244309,0.00006989007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3855148,"threshold_uncertainty_score":0.9974828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968106585689694,"score_gpt":0.2738334212785329,"score_spread":0.244152355421636,"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."}}