{"id":"W4413767094","doi":"10.1111/bor.70034","title":"Morphology and distribution of lakes under the Laurentide Ice Sheet: implications for ice flow dynamics","year":2025,"lang":"en","type":"article","venue":"Boreas","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Ice sheet; Ice stream; Dynamics (music); Flow (mathematics); Distribution (mathematics); Oceanography; Geomorphology; Sea ice; Cryosphere; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002222729,0.00005075684,0.00009213016,0.00002727011,0.0001835819,0.00000839503,0.0001319392,0.00008116401,0.00007178359],"category_scores_gemma":[0.00007575893,0.0000350993,0.00002571598,0.0001285643,0.0002978512,0.00003069188,0.00001161603,0.00008027942,0.000006821743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.508569e-7,"about_ca_system_score_gemma":0.00004667439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276725,"about_ca_topic_score_gemma":0.02439322,"domain_scores_codex":[0.9995205,0.00006739024,0.0001016885,0.0001246111,0.0000306652,0.0001551359],"domain_scores_gemma":[0.9991689,0.0005755132,0.00003034873,0.000143992,0.00005669707,0.00002452207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003153586,0.000008392874,0.9672037,0.00001615362,0.00002158791,2.552772e-7,0.00001288811,0.0002326724,0.000004126802,0.0292128,0.001442444,0.001813442],"study_design_scores_gemma":[0.0001483839,0.00002531217,0.9725495,0.000003872494,0.00002477514,0.0000158635,0.00008376363,0.009472355,0.00001069467,0.01673478,0.0008986888,0.00003200676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653546,0.001097653,0.008937459,0.01761222,0.0001320106,0.0002806473,0.001180141,0.00001568759,0.005389571],"genre_scores_gemma":[0.9978542,0.00006023066,0.0001639899,0.0001742897,0.000009945873,0.000005564796,0.001461922,7.373255e-7,0.0002691516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03249956,"threshold_uncertainty_score":0.993409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517203011701806,"score_gpt":0.2676347508846649,"score_spread":0.2524627207676469,"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."}}