{"id":"W6963689426","doi":"10.25335/bg6g-d434","title":"Mapping and modeling glacial Lake Algonquin in Northern Michigan and Western Ontario with models of uncertainty","year":2024,"lang":"en","type":"article","venue":"Michigan State University Libraries","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Glacial period; Glacial lake; Climate change; Meltwater; Period (music)","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":[0.0000953268,0.0001606728,0.0002203592,0.0002727104,0.0001103048,0.0001389971,0.0001250937,0.00004826507,0.0000264142],"category_scores_gemma":[0.000003055363,0.0001450226,0.00002208717,0.0002283275,0.0002230884,0.0009700704,0.00005389247,0.0001677899,0.000002588009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005941479,"about_ca_system_score_gemma":0.0002140022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03520495,"about_ca_topic_score_gemma":0.9734439,"domain_scores_codex":[0.9991231,0.00005627436,0.0001425486,0.0003081424,0.0001288165,0.0002411252],"domain_scores_gemma":[0.9996356,0.0001215509,0.0000365141,0.0001000481,0.00001641067,0.00008985969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005959826,0.000009992192,0.8333688,0.0001202562,0.00005331554,0.0001952385,0.05066545,0.1124899,0.00002334938,0.0001236128,0.000001018366,0.002352999],"study_design_scores_gemma":[0.001336159,0.0003150925,0.5778224,0.0006200177,0.00005697463,0.00005753912,0.02297451,0.3906909,0.00006045473,0.003175071,0.002232399,0.0006584931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978616,0.0004542352,0.0006444717,0.0001146915,0.00003641668,0.0001106143,0.0002120342,0.00006663,0.0004992781],"genre_scores_gemma":[0.9986395,0.00009718588,0.0008030577,0.00001733049,0.000008711239,5.145452e-8,0.00006160027,0.000006381701,0.0003661495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9382389,"threshold_uncertainty_score":0.9712197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695839403935364,"score_gpt":0.1756725181171119,"score_spread":0.1587141240777583,"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."}}