{"id":"W1963989635","doi":"10.4043/20696-ms","title":"SS: Atlantic Canada","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Keel; Submarine pipeline; Pipeline transport; Seabed; Marine engineering; Arctic; Geology; Finite element method; Sea ice; Permafrost; Geotechnical engineering; Engineering; Oceanography; Structural engineering; Mechanical 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":[],"consensus_categories":[],"category_scores_codex":[0.00002264982,0.00008263101,0.00007219979,0.00001541193,0.00001867865,0.00001506106,0.0001163088,0.00005757864,0.00006819],"category_scores_gemma":[0.00001941413,0.00007622484,0.00001842128,0.00004390339,0.00000849245,0.00002300729,0.00001082951,0.0002555219,0.000009299551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001765715,"about_ca_system_score_gemma":0.00002168991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07788077,"about_ca_topic_score_gemma":0.3981757,"domain_scores_codex":[0.9995863,0.000001553111,0.00007492823,0.00007147383,0.00008492391,0.0001807502],"domain_scores_gemma":[0.9997219,0.00002506232,0.000004387638,0.000169733,0.000007054437,0.0000718966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005250562,0.0000237563,0.001628139,0.0002551105,0.0002835227,0.0001762798,0.0001512118,0.4299772,0.1838649,0.08099309,0.2929778,0.009663709],"study_design_scores_gemma":[0.0001463385,0.00000845459,0.01103979,0.000006475712,0.00001372452,0.00004142631,0.000006924476,0.03861002,0.00125255,0.001118179,0.9474558,0.0003003058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652995,0.0001048001,0.00280936,0.0002625043,0.004271877,0.00007675758,0.0000065394,0.000863188,0.02630549],"genre_scores_gemma":[0.9991935,0.000007092934,0.0003920336,0.00007464374,0.00009300535,0.000002916214,0.000008164393,0.00001646659,0.0002121921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.654478,"threshold_uncertainty_score":0.9282597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003245713368261644,"score_gpt":0.1638464421061259,"score_spread":0.1606007287378642,"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."}}