{"id":"W6921590544","doi":"10.7289/v590222c","title":"Redox potential (Eh), pH, and other measurements performed in the Lake Hazen, Skeleton Lake and Pond1 from 2014-05-24 to 2015-07-26 (NCEI Accession 0171496)","year":2018,"lang":"en","type":"dataset","venue":"National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI)","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Redox; Nitrate; Sulfate; Oxygen; Isotopes of oxygen; Oxygen isotope ratio cycle; Spring (device); Stable isotope ratio","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001776329,0.0003831383,0.0002997596,0.00009021578,0.0009245226,0.0004836855,0.0004364156,0.0004515884,0.0008212017],"category_scores_gemma":[0.0005420333,0.0003391217,0.00008384864,0.0002246164,0.0005245198,0.00149383,0.0001203708,0.000331207,0.0000571505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354166,"about_ca_system_score_gemma":0.0004862051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008034912,"about_ca_topic_score_gemma":0.001223667,"domain_scores_codex":[0.9964877,0.000207681,0.0008149031,0.0004787948,0.00166188,0.000349058],"domain_scores_gemma":[0.9985072,0.0003246566,0.0006625643,0.0001812701,0.0001560896,0.000168229],"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":[0.000216192,0.0002117163,0.001977715,0.00005079965,0.00006908628,7.351718e-7,0.0009506687,0.00002930795,0.00002714751,0.001120793,0.9925492,0.002796669],"study_design_scores_gemma":[0.001065789,0.0002311068,0.01514816,0.00007141445,0.00004856939,0.000008901471,0.002902789,0.0004034147,0.00002692822,0.001652677,0.9780483,0.0003918997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06566407,0.0007434427,0.003004473,0.02401685,0.002751376,0.005442048,0.8956604,0.0001873736,0.002529962],"genre_scores_gemma":[0.2517086,0.002685691,0.01762967,0.012094,0.001509767,0.0006351429,0.7126203,0.00007068038,0.001046093],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1860446,"threshold_uncertainty_score":0.9999061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131456206014201,"score_gpt":0.3341740654636188,"score_spread":0.3028595034034768,"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."}}