{"id":"W3048099600","doi":"","title":"Diatoms (Class Bacillariophyceae) and geochemistry from annually laminated mid-Holocene sediments, west coast Canada: insights into abrupt climate change in the past","year":2009,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Holocene; Geology; Diatom; Paleolimnology; Oceanography; Climate change; Physical geography; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003883344,0.0003297905,0.0003676863,0.00008357348,0.0003247872,0.0001313491,0.0005470396,0.0003169052,0.0002706648],"category_scores_gemma":[0.0000482272,0.0002467602,0.00003495838,0.0002518856,0.0001807408,0.0002962534,0.00004119778,0.0006169349,0.00006702769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009695132,"about_ca_system_score_gemma":0.0003255723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2778158,"about_ca_topic_score_gemma":0.8480247,"domain_scores_codex":[0.9975619,0.0002343755,0.0004163077,0.0005646007,0.0004278845,0.0007949441],"domain_scores_gemma":[0.9988869,0.0002662121,0.0001567015,0.0003282573,0.0001182363,0.0002437258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006641088,0.00005127578,0.9928589,0.00001925433,0.00001843711,0.0005611974,0.001052186,0.0001022932,0.0006088286,0.00004759265,0.0002475335,0.004366104],"study_design_scores_gemma":[0.0005253248,0.0001224184,0.9956586,0.00003635847,0.00001559411,0.00004403151,0.0003480952,0.001262921,0.0009385194,0.0004219185,0.0003313641,0.0002948628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896694,0.001139357,6.760688e-7,0.005179478,0.00021182,0.0002564577,0.000110351,0.00002737231,0.003405055],"genre_scores_gemma":[0.996467,0.0005871864,0.00008021152,0.001794534,0.0002027477,0.000007153917,0.0008222405,0.000004494413,0.00003443755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5702088,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667670219341674,"score_gpt":0.2353911635614329,"score_spread":0.2187144613680161,"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."}}