{"id":"W2903368538","doi":"10.1130/abs/2018am-323148","title":"A COMPARISON OF TECHNIQUES FOR ANALYSIS OF MG/CA RATIOS IN THE HIGH-LATITUDE CORALLINE ALGAL PROXY CLIMATE ARCHIVE <b>CLATHROMORPHUM</b>","year":2018,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Proxy (statistics); Latitude; Geology; Environmental science; Computer science; Geodesy","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":[0.004739315,0.0009366499,0.0005003657,0.005080071,0.001110117,0.001678136,0.001482287,0.001276716,0.002738863],"category_scores_gemma":[0.009318422,0.0006777472,0.0008524948,0.002394248,0.0007373744,0.001097954,0.001710331,0.001164994,0.002030317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004791858,"about_ca_system_score_gemma":0.001032837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006489379,"about_ca_topic_score_gemma":0.0246787,"domain_scores_codex":[0.9972909,0.0005874581,0.0002270043,0.001083484,0.0006412505,0.0001699308],"domain_scores_gemma":[0.9935899,0.002676318,0.0005592224,0.0009159285,0.002040321,0.0002183373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002703775,0.0002163247,0.06565516,0.0009789679,0.0009506465,0.000326043,0.001326789,0.0009186853,0.7859488,0.001513854,0.001891379,0.1375695],"study_design_scores_gemma":[0.0005313358,0.001184371,0.4040623,0.0003147802,0.001193966,0.005191321,0.002046874,0.02087499,0.5189248,0.003253083,0.04197157,0.0004507423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3701424,0.009514154,0.5887894,0.0008718924,0.0005227043,0.001521513,0.01059125,0.003783796,0.01426293],"genre_scores_gemma":[0.299481,0.004256148,0.6827092,0.0005613646,0.000160903,0.001236804,0.004297637,0.001768791,0.005528215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006489379,"threshold_uncertainty_score":0.02506417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080436561281405,"score_gpt":0.3183967479489204,"score_spread":0.2875923823361064,"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."}}