{"id":"W2802484467","doi":"","title":"Equatorial Pacific Coral Geochemical Records Show Recent Weakening of the Walker Circulation","year":2014,"lang":"en","type":"article","venue":"Research Online (University of Wollongong)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Research council; Chinese academy of sciences; Oceanography; Library science; Geology; Geography; Government (linguistics); Archaeology; China; Philosophy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008118134,0.00008420605,0.0001938622,0.00005596806,0.0002760983,0.000006631039,0.0003995131,0.00007081754,0.0006434],"category_scores_gemma":[0.00026841,0.00007289285,0.00009798221,0.0005587377,0.0003985744,0.0001225066,0.0009777348,0.0002545273,0.00003775326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702819,"about_ca_system_score_gemma":0.000030229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002539812,"about_ca_topic_score_gemma":0.002726204,"domain_scores_codex":[0.9984283,0.0002331825,0.0001398628,0.0002438637,0.0006785189,0.0002762577],"domain_scores_gemma":[0.9992528,0.0001536189,0.000104825,0.0003048144,0.0001018251,0.00008211587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003883684,0.0005173367,0.8208002,0.0001032399,0.0000777206,0.000005406222,0.001669824,0.000153174,0.04976489,0.0007390454,0.02262605,0.1031547],"study_design_scores_gemma":[0.001334694,0.0002903172,0.8476695,0.0001119583,0.00003714199,0.00000459767,0.003855162,0.01426897,0.001080785,0.001740771,0.1293281,0.0002779782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913204,0.00001329516,0.0001383061,0.002026929,0.0002201557,0.0002048286,0.00001763885,0.00001355971,0.006044863],"genre_scores_gemma":[0.9975508,0.00007156715,0.0004109715,0.000003630758,0.0001081113,3.318925e-7,0.00001261957,0.000005769649,0.001836205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1067021,"threshold_uncertainty_score":0.7044779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03894802934173415,"score_gpt":0.2619799544010731,"score_spread":0.223031925059339,"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."}}