{"id":"W2094312569","doi":"10.1115/omae2006-92023","title":"Numerical Prediction of Model Podded Propeller-Ice Interaction Loads","year":2006,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Propeller; Marine engineering; Propulsion; Arctic; Sea ice; Marine propulsion; Arctic ice pack; Geology; Engineering; Environmental science; Aerospace engineering; Climatology; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970471,0.0004583074,0.0004717208,0.0003034197,0.0003503477,0.0005779868,0.0005873218,0.0007142179,0.001145982],"category_scores_gemma":[0.001169806,0.0002684662,0.0004154072,0.0002284897,0.000551916,0.0003521281,0.0004553068,0.0004699164,0.0001804936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006111705,"about_ca_system_score_gemma":0.0008252374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251401,"about_ca_topic_score_gemma":0.004999203,"domain_scores_codex":[0.9998969,0.00001812074,0.000006713043,0.00002064793,0.00003673026,0.00002092857],"domain_scores_gemma":[0.999413,0.0003010075,0.00007694266,0.00004019788,0.0001291996,0.00003972085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001822263,0.00001649551,0.0008422123,0.00001432849,0.000003079348,0.00003685716,0.00001647955,0.9956886,0.001526425,0.0002428704,0.00006476128,0.001529523],"study_design_scores_gemma":[0.00000207704,0.000006024506,0.0001245275,7.437112e-7,5.403633e-7,0.00000186027,0.000003549588,0.9995455,0.0002534774,0.00003522675,0.00002507079,0.000001222854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8128423,0.0001392855,0.1739041,0.0001562133,0.00006511642,0.00008196409,0.0002594995,0.000461276,0.01209025],"genre_scores_gemma":[0.9880152,0.00004191346,0.01047916,0.00001093073,0.000004798599,0.00003750919,0.0000830912,0.00002271427,0.001304624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01251401,"threshold_uncertainty_score":0.02488238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426211400050179,"score_gpt":0.2048380146281454,"score_spread":0.1905759006276436,"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."}}