{"id":"W4412519689","doi":"10.5194/tc-19-2615-2025","title":"The impact of ice structures and ocean warming in Milne Fiord","year":2025,"lang":"en","type":"article","venue":"The cryosphere","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Carleton University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; University of British Columbia; Killam Trusts; ArcticNet; Polar Knowledge Canada; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Fjord; Oceanography; Climatology; Environmental science; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002186376,0.00009532211,0.0001166056,0.00001193531,0.0002242423,0.00003547364,0.000220635,0.00004225418,0.0002293189],"category_scores_gemma":[0.0000346592,0.00004655563,0.00004781064,0.0001850234,0.0001751148,0.00005908108,0.00002365292,0.0001599955,0.000003536233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005703983,"about_ca_system_score_gemma":0.00006944728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232235,"about_ca_topic_score_gemma":0.01270857,"domain_scores_codex":[0.9993638,0.00005521314,0.000159332,0.0001182049,0.0000979129,0.0002054922],"domain_scores_gemma":[0.9992369,0.0004901094,0.00005552678,0.000167483,0.00001811685,0.00003189761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005902523,0.000005188951,0.9126457,0.00002053698,0.00003468755,0.000003667571,0.0006318587,0.003659905,0.000006526548,0.0003125624,0.0006381652,0.08198221],"study_design_scores_gemma":[0.000189776,0.00005093985,0.9620766,0.00002848857,0.00001403795,0.000005736866,0.001630085,0.02575562,0.000004808298,0.00899256,0.001179205,0.00007213712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949983,0.001195446,0.00007124088,0.0003006572,0.0001167073,0.0001054245,0.00001843432,0.000008081485,0.003185644],"genre_scores_gemma":[0.998822,0.0001884208,0.0001156502,0.0001001268,0.00002649815,2.00369e-7,0.000006154031,0.000001914332,0.0007390525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08191007,"threshold_uncertainty_score":0.9942547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005469420962482215,"score_gpt":0.2281517152304045,"score_spread":0.2226822942679222,"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."}}