{"id":"W2006284308","doi":"10.1680/ijpmg.14.00014","title":"Modelling ice rubble–rock berm interaction","year":2015,"lang":"en","type":"article","venue":"International Journal of Physical Modelling in Geotechnics","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Berm; Rubble; Geotechnical engineering; Geology; Centrifuge; Foundation (evidence); Debris","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":[0.0003519571,0.0009011985,0.001074036,0.0006732948,0.0007229032,0.001716039,0.001698607,0.003516124,0.006702679],"category_scores_gemma":[0.001698688,0.0009163892,0.0008702754,0.0004980412,0.000926564,0.001188154,0.001457525,0.001100058,0.0009796526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115821,"about_ca_system_score_gemma":0.001548952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.043336,"about_ca_topic_score_gemma":0.02383664,"domain_scores_codex":[0.9997682,0.0000435919,0.00001165968,0.00004308577,0.00005882694,0.00007458211],"domain_scores_gemma":[0.999414,0.0002965452,0.00007287349,0.00003822406,0.0000893541,0.00008895975],"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":[0.00001980251,0.00001707556,0.0007349879,0.00002963826,0.00001347553,0.0001450112,0.00004218328,0.9948167,0.001270757,0.001580216,0.0002642464,0.0010658],"study_design_scores_gemma":[0.000006510455,0.000009312679,0.0002271823,0.000004250615,0.000004675115,0.00002056905,0.00001503124,0.9987566,0.0001389925,0.0003464757,0.0004650244,0.00000537591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6163687,0.001331001,0.2870458,0.0008789859,0.0002525964,0.0003125205,0.001772545,0.001525126,0.09051278],"genre_scores_gemma":[0.9732147,0.0004122579,0.01178483,0.00008772863,0.00003831385,0.0001208038,0.0003938077,0.0002360924,0.01371143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.043336,"threshold_uncertainty_score":0.08616751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028945621970438,"score_gpt":0.2742522054696087,"score_spread":0.2339627492499043,"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."}}