{"id":"W2066910280","doi":"10.1007/s10933-008-9196-4","title":"A statistical method for varve verification using seasonal pollen deposition","year":2008,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Regina","funders":"","keywords":"Varve; Pollen; Deposition (geology); Geology; Environmental science; Sediment; Physical geography; Oceanography; Geomorphology; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01894226,0.0008919184,0.001365276,0.003995742,0.002621502,0.001997739,0.003030963,0.001072139,0.01077801],"category_scores_gemma":[0.06192826,0.0007430763,0.001964508,0.002517899,0.001487587,0.001837737,0.001964522,0.002289985,0.001946565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006094569,"about_ca_system_score_gemma":0.002572472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004598061,"about_ca_topic_score_gemma":0.006026891,"domain_scores_codex":[0.9865974,0.005608276,0.00148132,0.00294547,0.002950792,0.000416842],"domain_scores_gemma":[0.9182493,0.05589676,0.002417088,0.01198456,0.01080245,0.0006498758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001457856,0.000303217,0.04463326,0.0002836762,0.001145393,0.0002888205,0.0005582686,0.01069569,0.02902394,0.02044086,0.007004112,0.8841649],"study_design_scores_gemma":[0.0005334485,0.001308871,0.09600203,0.0001986448,0.0007461382,0.001555053,0.0007906069,0.7714685,0.05744869,0.04022313,0.02932219,0.0004025881],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01858076,0.00005976689,0.9773522,0.00003958413,0.00008183279,0.00018049,0.0005098479,0.002422292,0.000773322],"genre_scores_gemma":[0.1411472,0.00003368779,0.8546891,0.00004208473,0.00006286486,0.0005896403,0.001421337,0.0007063542,0.001307685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01894226,"threshold_uncertainty_score":0.1001775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05866548062644794,"score_gpt":0.3335302843867143,"score_spread":0.2748648037602664,"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."}}