{"id":"W2499543033","doi":"","title":"A Cr Isotope Proxy For Ocean Deoxygenation","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Proxy (statistics); Deoxygenation; Oceanography; Stable isotope ratio; Environmental science; Geology; Chemistry; 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":[0.0002986632,0.000131132,0.0001314757,0.00008102984,0.00004264852,0.00003858214,0.0001770096,0.0001224398,0.000001214271],"category_scores_gemma":[0.0003174255,0.0001254071,0.00004786197,0.0001253334,0.00001821155,0.0001184566,0.00004078871,0.00009446194,0.00003821879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000844094,"about_ca_system_score_gemma":0.00002207225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004474101,"about_ca_topic_score_gemma":0.00008612252,"domain_scores_codex":[0.9992673,0.000007816403,0.0001646193,0.0001469534,0.0001349778,0.0002783248],"domain_scores_gemma":[0.999586,0.00003493837,0.00003473342,0.000182431,0.00009601019,0.00006582726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001113955,0.0001333043,0.0729574,0.0005921903,0.0003524501,0.00001992595,0.006217923,0.02883897,0.04628645,0.00601587,0.7836648,0.05480938],"study_design_scores_gemma":[0.003877711,0.0004355674,0.002841172,0.0002896635,0.0001246238,0.000035665,0.008348944,0.421304,0.05675005,0.01123789,0.4930275,0.001727181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704829,0.001719491,0.01001908,0.0007626202,0.0006894953,0.000672854,0.000009286292,0.002589082,0.01305522],"genre_scores_gemma":[0.9890727,0.0000184107,0.0101426,0.00002966615,0.000164169,0.00006318864,0.00001093606,0.00004306905,0.000455258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.392465,"threshold_uncertainty_score":0.5113951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258469772615904,"score_gpt":0.2456016189096733,"score_spread":0.2230169211835142,"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."}}