{"id":"W6902011478","doi":"10.6084/m9.figshare.19308554.v2","title":"Eastern Canadian Arctic Lake Water Isotope Data Normalized to Precipitation, Accounting for Potential Orographic Isotope Distillation","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Isotope; Stable isotope ratio; Arctic; Orographic lift; Orography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005012004,0.0007954863,0.0006573906,0.00135138,0.0009257536,0.0009807219,0.002593276,0.00041156,0.7094902],"category_scores_gemma":[0.002881989,0.0007895003,0.0002280625,0.0008108447,0.00001383864,0.001069156,0.00191687,0.0006588183,0.02135667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510854,"about_ca_system_score_gemma":0.0007705179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06012337,"about_ca_topic_score_gemma":0.7985141,"domain_scores_codex":[0.9947931,0.0002288426,0.0008894586,0.001650935,0.001015053,0.001422629],"domain_scores_gemma":[0.9949786,0.0001331404,0.000518269,0.002840206,0.0009076842,0.0006221225],"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":[0.0001101752,0.00003940401,0.00005648261,0.001215969,0.0001691889,0.00005095431,0.00009510022,0.0003032822,0.000007329148,2.044758e-7,0.9977486,0.0002033686],"study_design_scores_gemma":[0.00076592,0.00008459581,0.0008349383,0.001159269,0.0002773775,0.00002920135,0.00003448535,0.0007131374,0.000003727468,0.000007594675,0.9950429,0.001046887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003728587,0.0001245299,0.000001861092,0.0002098239,0.0006314929,0.004657885,0.9941639,0.0001493772,0.00002390307],"genre_scores_gemma":[0.000891785,0.000003082019,0.00007839014,0.0005712276,0.0008968039,0.003919096,0.993048,0.0003177892,0.0002738084],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7383908,"threshold_uncertainty_score":0.9994556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290785377307863,"score_gpt":0.2945709803856171,"score_spread":0.2416631266125384,"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."}}