{"id":"W4403875675","doi":"10.5194/tc-18-4873-2024","title":"The organization of subglacial drainage during the demise of the Finnish Lake District Ice Lobe","year":2024,"lang":"en","type":"article","venue":"The cryosphere","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canada Excellence Research Chairs, Government of Canada; Aberystwyth University; Academy of Finland; European Space Agency","keywords":"Demise; Geology; Drainage; Physical geography; Geography; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002857403,0.0001182273,0.0001174013,0.000003223291,0.0008646161,0.0001078062,0.0005893583,0.00004549128,0.001027517],"category_scores_gemma":[0.000137317,0.00004818384,0.00009515158,0.001030957,0.0002763341,0.00008054653,0.00007286105,0.0001742307,0.00003022953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006909991,"about_ca_system_score_gemma":0.0000722721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215397,"about_ca_topic_score_gemma":0.04490362,"domain_scores_codex":[0.9989892,0.00008049705,0.0002680668,0.0001553116,0.0002988306,0.0002081006],"domain_scores_gemma":[0.9987949,0.0005796734,0.000118726,0.00038168,0.0001001982,0.00002481259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003194841,0.00002745119,0.9465181,0.0001503293,0.0001787467,0.000005605222,0.005895482,0.005601201,0.0001175075,0.001939754,0.01329891,0.02623503],"study_design_scores_gemma":[0.0000769832,0.0000142502,0.8678322,0.00002651057,0.00004726692,0.000003769497,0.001199321,0.001560085,0.00005387758,0.0002891345,0.1288283,0.00006835333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98751,0.004644302,0.0001573635,0.003057765,0.000916603,0.0003444886,0.0001399522,0.00004201449,0.003187465],"genre_scores_gemma":[0.9963356,0.0002578113,0.00001713983,0.000117047,0.0001965679,0.000002505177,0.00001432275,0.000007022492,0.003051996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155294,"threshold_uncertainty_score":0.9998857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006616683819921513,"score_gpt":0.1871997898749564,"score_spread":0.1805831060550349,"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."}}