{"id":"W1530588166","doi":"10.5772/16114","title":"Sediment Transport under Ice Conditions","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sediment transport; Sediment; Geology; Environmental science; Hydrology (agriculture); Geomorphology; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001054914,0.0003072099,0.0002794548,0.0001049171,0.0001577106,0.0000148857,0.0002728903,0.0003078965,0.02048712],"category_scores_gemma":[0.000002201464,0.0002696684,0.0001800135,0.000008334393,0.0003003201,0.00004612857,0.00001136111,0.0005080229,0.001556525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001360264,"about_ca_system_score_gemma":0.0001344628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007708753,"about_ca_topic_score_gemma":0.00115052,"domain_scores_codex":[0.9987929,0.000008491633,0.0003110587,0.0003364201,0.0002706138,0.0002804935],"domain_scores_gemma":[0.9992996,0.00006376993,0.0001349786,0.0002931741,0.00005693807,0.0001515091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004710946,0.00009977193,0.01146312,0.0006618496,0.002682666,0.00169811,0.005794816,0.0001004924,0.0003811783,0.7771447,0.0052258,0.1942764],"study_design_scores_gemma":[0.0004217463,0.000368115,0.004277428,0.0004890207,0.0004499587,0.0002123799,0.0002293981,0.00006532078,0.000355341,0.5066206,0.4852488,0.001261884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005620024,0.0000616053,0.002726258,0.00007892685,0.0005312286,0.0002338181,0.0004862078,0.0001100445,0.9952099],"genre_scores_gemma":[0.4962652,0.00004060042,0.0002214895,0.0007412952,0.0001326989,0.000001511395,0.0004230391,0.00001481339,0.5021594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4957032,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380196519133895,"score_gpt":0.2133748925428771,"score_spread":0.1895729273515382,"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."}}