{"id":"W6902053475","doi":"10.6084/m9.figshare.19308536.v3","title":"Eastern Canadian Arctic Lake Water Isotope Box Model","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Stable isotope ratio; Isotope; Box model; Hydrology (agriculture); Shelf ice; Surface water; Isotope analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006728125,0.001347972,0.0008855648,0.001896331,0.001607139,0.001477554,0.00306471,0.0008181827,0.02347495],"category_scores_gemma":[0.001715286,0.0008778576,0.0009158982,0.006286734,0.0002939328,0.0007430752,0.000669331,0.00114717,0.009099318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01079097,"about_ca_system_score_gemma":0.01654855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9735041,"about_ca_topic_score_gemma":0.9852692,"domain_scores_codex":[0.9996154,0.00004180677,0.00002212816,0.0001030293,0.0001299124,0.00008766741],"domain_scores_gemma":[0.9983752,0.00009253787,0.00005364259,0.0001165764,0.001254183,0.0001078141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001258772,0.00003031937,0.008429839,0.0002846464,0.0001832582,0.00004820948,0.00005863343,0.0160358,0.0001601458,0.002061239,0.9651011,0.007480976],"study_design_scores_gemma":[0.0004569273,0.0000143374,0.04789711,0.0004186032,0.000173434,0.00005406524,0.0002204498,0.04251894,0.0009276991,0.001899051,0.9052742,0.0001452236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00184262,0.00009748043,0.0003836434,0.0001066374,0.00002366196,0.00002340079,0.9943645,0.0003096905,0.002848486],"genre_scores_gemma":[0.008303421,0.0001753732,0.002316057,0.00007454958,0.000007035326,0.0001273768,0.9845419,0.0001753208,0.00427903],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02649587,"threshold_uncertainty_score":0.07853156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05702459595318653,"score_gpt":0.2613280941127783,"score_spread":0.2043034981595918,"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."}}