{"id":"W4299735909","doi":"10.5957/icetech-2012-125","title":"Response of IACS URI Ship Structures to Real-time Full-scale Operational Ice Loads Bruce Quinton","year":2012,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Memorial University of Newfoundland","funders":"","keywords":"Framing (construction); Structural engineering; Finite element method; Engineering; Deflection (physics); Geology; Physics; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004056148,0.0003669117,0.0002551035,0.000465114,0.0003959236,0.0005752016,0.0004876423,0.0005761966,0.001994323],"category_scores_gemma":[0.001068895,0.0002774495,0.0004346353,0.0002397824,0.0005659488,0.0003732937,0.0005400193,0.0004175442,0.0003321695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007368079,"about_ca_system_score_gemma":0.0003529736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01546124,"about_ca_topic_score_gemma":0.01736919,"domain_scores_codex":[0.9998437,0.00002997052,0.00000732418,0.00001923033,0.00005657883,0.00004311833],"domain_scores_gemma":[0.9997876,0.0000651037,0.00001909746,0.00003243449,0.00006306097,0.00003268903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003239118,0.0001651755,0.01306625,0.00002406237,0.00002708333,0.0002935829,0.0002178982,0.9549967,0.01738719,0.0007095808,0.001004485,0.01178396],"study_design_scores_gemma":[0.00002796451,0.0003104067,0.01640208,0.00001021986,0.00001017303,0.00004202111,0.0003776295,0.9758769,0.005923481,0.0003175802,0.0006800238,0.00002154569],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949179,0.000013434,0.001651687,0.00004671146,0.00001160755,0.00001244216,0.00005804427,0.00002972206,0.003258418],"genre_scores_gemma":[0.998204,0.00001695583,0.0007966089,0.00001330686,0.000001330823,0.00001117519,0.00008067374,0.000009114732,0.0008669097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01546124,"threshold_uncertainty_score":0.03074247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009900120444492257,"score_gpt":0.2292695949428605,"score_spread":0.2193694744983682,"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."}}