{"id":"W2065545692","doi":"10.1007/s10933-008-9248-9","title":"Diatom-inferred lake level from near-shore cores in a drainage lake from the Experimental Lakes Area, northwestern Ontario, Canada","year":2008,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Manitoba Hydro","keywords":"Diatom; Shore; Paleolimnology; Geology; Transect; Shelf ice; Oceanography; Holocene; Sedimentology; Structural basin; Plankton; Limnology; Water level; Physical geography; Hydrology (agriculture); Paleontology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000258769,0.0002290769,0.0005440841,0.00009395383,0.0002910852,0.00002766269,0.0006878704,0.0002549335,0.007386453],"category_scores_gemma":[0.00007961266,0.0001572316,0.0001106641,0.0001551168,0.0006641475,0.0001616551,0.00004256958,0.001000213,0.00005446982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001240096,"about_ca_system_score_gemma":0.001414072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.851799,"about_ca_topic_score_gemma":0.9999689,"domain_scores_codex":[0.9978272,0.000379211,0.0005844236,0.0002664639,0.0003633302,0.0005793789],"domain_scores_gemma":[0.9980097,0.001164871,0.0002907399,0.0002715838,0.00008216432,0.0001809429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002832034,0.0000477326,0.9889727,0.000001460862,0.00010296,0.003528185,0.005509655,0.000307305,0.00001042627,0.00000350674,0.001101395,0.0001314437],"study_design_scores_gemma":[0.00113576,0.0002082411,0.9915241,0.00001958644,0.00001885004,0.0007906302,0.001390954,0.0001680795,0.00003668095,0.0002747318,0.004272735,0.0001596296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937981,0.002432455,0.000005992465,0.001379096,0.0007931376,0.0001211714,0.0004354641,0.000007474682,0.001027063],"genre_scores_gemma":[0.9984511,0.00007904573,0.0001432049,0.0006763056,0.0001563863,0.000001889869,0.0002722811,0.000004738253,0.0002150785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1481699,"threshold_uncertainty_score":0.9935209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412316918470145,"score_gpt":0.2332869332488016,"score_spread":0.1920552414017871,"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."}}