{"id":"W3022057548","doi":"","title":"Physical simulations of seabed scouring by ice: review and database","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Cold Regions Research and Engineering Laboratory; Deltares; Memorial University of Newfoundland","keywords":"Seabed; Geology; Sea ice; Database; Oceanography; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000851267,0.00004533228,0.000107412,0.00001241183,0.00009588373,0.00001660991,0.00003236166,0.000006254451,0.001622544],"category_scores_gemma":[0.00002157132,0.00003780843,0.00001861131,0.00001444831,0.00007669113,0.0002008927,0.00002925392,0.00004279438,0.00001392861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004534224,"about_ca_system_score_gemma":0.000005605822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002115545,"about_ca_topic_score_gemma":0.0000530559,"domain_scores_codex":[0.9996771,0.0000225938,0.00008258654,0.00005445005,0.00007160554,0.00009169253],"domain_scores_gemma":[0.9997657,0.0000323328,0.00003445191,0.00008449813,0.00003921978,0.00004381672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009960824,0.001116941,0.005862509,0.002932254,0.0001594772,9.187099e-7,0.01430123,0.000001949586,0.1480389,0.6019036,0.2206102,0.005062027],"study_design_scores_gemma":[0.000729572,0.00009426992,0.002679575,0.0008106636,0.0005039646,0.000001371575,0.0004906636,0.001131573,0.01220133,0.007653113,0.9731933,0.0005105988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520558,0.002859006,0.000007542517,0.0004950263,0.00008436881,0.0001572611,0.0002825418,0.0000143707,0.04404415],"genre_scores_gemma":[0.9979342,0.0002607029,0.00002128372,0.0001491482,0.0001622831,0.000002590845,0.00001951665,0.000004484669,0.001445845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7525831,"threshold_uncertainty_score":0.9992901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04050454768192614,"score_gpt":0.2967237989949402,"score_spread":0.256219251313014,"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."}}