{"id":"W2013989474","doi":"10.1006/qres.2001.2227","title":"Diatom, Pollen, and Chemical Evidence of Postglacial Climatic Change at Big Lake, South-Central British Columbia, Canada","year":2001,"lang":"en","type":"article","venue":"Quaternary Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Queen's University","funders":"","keywords":"Pollen; Diatom; Biogenic silica; Arid; Eutrophication; Geology; Palynology; Arboreal locomotion; Physical geography; Ecology; Oceanography; Nutrient; Geography; Paleontology; Biology; Habitat","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001060788,0.0001125887,0.0003153034,0.00008868246,0.0003914225,0.00009433001,0.0004597954,0.0001725005,0.004033959],"category_scores_gemma":[0.0003133797,0.0001396442,0.00004405222,0.0003840577,0.0007858955,0.0001509019,0.000149061,0.0005022896,0.0001121111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001116565,"about_ca_system_score_gemma":0.0003937374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8691138,"about_ca_topic_score_gemma":0.9944755,"domain_scores_codex":[0.9966823,0.0005616735,0.0003153531,0.0004313253,0.0008407364,0.001168556],"domain_scores_gemma":[0.9982946,0.000844145,0.00006115981,0.0002584035,0.0001445286,0.0003971973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002165767,0.0000175367,0.9955461,0.0001336441,0.00002167209,0.0008998838,0.0002728286,9.568465e-7,0.00002504681,9.20872e-7,0.000973277,0.001891564],"study_design_scores_gemma":[0.0004227151,0.0002368241,0.9948435,0.0001322653,0.000007281272,0.0006428152,0.0001406242,0.002637733,0.00003109875,0.0001187538,0.0006357123,0.0001506064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941159,0.003256234,4.350163e-7,0.001051797,0.0002043978,0.0003643546,0.0001229014,0.00001422522,0.0008696935],"genre_scores_gemma":[0.996673,0.001316637,0.00002601277,0.0001075911,0.0001903266,0.000009987065,0.00006582282,0.000005671775,0.001604988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253617,"threshold_uncertainty_score":0.9968765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001931228875683,"score_gpt":0.2970814899290795,"score_spread":0.1968883670415112,"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."}}