{"id":"W4414332933","doi":"10.1111/bor.70037","title":"Subglacial processes, deposits and landforms—introduction","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":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Natural (archaeology); Current (fluid); Glacial period","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":[],"consensus_categories":[],"category_scores_codex":[0.0001301291,0.00005198035,0.00007683588,0.00006198066,0.0001590801,0.00001988596,0.0000644245,0.00007070751,0.0001732986],"category_scores_gemma":[0.0000998888,0.00003997157,0.000008879164,0.0001798116,0.0001024532,0.00007658271,0.000007001966,0.00009435594,0.00007374943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.276258e-7,"about_ca_system_score_gemma":0.00007109069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001877659,"about_ca_topic_score_gemma":0.01978172,"domain_scores_codex":[0.9995303,0.00003235482,0.00006789216,0.0001492667,0.00005567929,0.000164555],"domain_scores_gemma":[0.9997764,0.00006399049,0.00001303076,0.00007076895,0.00003636779,0.00003944189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005771375,0.000004822586,0.9946698,0.00003993039,0.000009246253,0.000006497652,0.00002698149,0.000005288013,0.000001118758,0.0005758202,0.00137321,0.003229561],"study_design_scores_gemma":[0.0001540674,0.00002799943,0.9885926,0.00000442077,0.000008123398,0.00005210269,0.00001987397,0.00008366683,0.0001029423,0.002003799,0.008907223,0.00004318708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618295,0.001531194,0.00003794054,0.002900794,0.000186669,0.00008536563,0.000005198603,0.00003041523,0.03339289],"genre_scores_gemma":[0.9982238,0.000105534,0.00008845612,0.0001168363,0.000102547,0.000001144473,0.00008239366,5.674486e-7,0.00127872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03639426,"threshold_uncertainty_score":0.9981047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006492209887369958,"score_gpt":0.2244763897537451,"score_spread":0.2179841798663752,"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."}}