{"id":"W2243067907","doi":"","title":"Overview of Ice Rubble Generators and Ice Protection Structures in Temperate Regions","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubble; Berm; Engineering; Geology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003934253,0.000288291,0.0002416981,0.002621179,0.0004787828,0.0008419982,0.0002682168,0.0003742881,0.002960669],"category_scores_gemma":[0.0003673851,0.0002294472,0.0002433723,0.002644216,0.0002165044,0.0008881438,0.0002743401,0.000170808,0.0003838423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007089785,"about_ca_system_score_gemma":0.0009100972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468233,"about_ca_topic_score_gemma":0.0380581,"domain_scores_codex":[0.9998104,0.00002820551,0.00002733027,0.00004044803,0.00006300116,0.00003067984],"domain_scores_gemma":[0.9997213,0.0000995161,0.00005814412,0.00001013022,0.00008483706,0.00002597773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001454995,0.00007705309,0.0235534,0.004998653,0.00005366071,0.001022842,0.00296398,0.002779541,0.00860241,0.007663428,0.006147153,0.9419924],"study_design_scores_gemma":[0.000008533458,0.0004512303,0.1462218,0.001558571,0.0001149869,0.004341191,0.002958623,0.0008150503,0.002859729,0.001763581,0.838866,0.00004084884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.131795,0.7358595,0.0156831,0.0008153831,0.0002791791,0.00009539379,0.0005236027,0.000127217,0.1148218],"genre_scores_gemma":[0.2597664,0.699222,0.01504317,0.0005499491,0.0004741319,0.00005999361,0.001048704,0.00004310132,0.02379245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01468233,"threshold_uncertainty_score":0.0291937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232428564928203,"score_gpt":0.2286280705349049,"score_spread":0.2053852140420847,"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."}}