{"id":"W4394347476","doi":"10.6084/m9.figshare.19308536.v1","title":"Lake Water Isotope Box Model","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Box model; Isotope; Environmental science; Hydrology (agriculture); Geology; Climatology; Physics; Nuclear physics","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":[0.0006896451,0.001030414,0.0007283429,0.001068985,0.0006020608,0.0009320004,0.003445033,0.0008455596,0.02416915],"category_scores_gemma":[0.001506996,0.0006950864,0.000963032,0.00278081,0.0002426871,0.0008418727,0.000790419,0.001405055,0.0145748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350888,"about_ca_system_score_gemma":0.003101769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2716078,"about_ca_topic_score_gemma":0.3832696,"domain_scores_codex":[0.9997222,0.0000505534,0.00002238148,0.00009268376,0.00006463486,0.0000476058],"domain_scores_gemma":[0.9993679,0.00009451722,0.00004949508,0.0001130119,0.0003201932,0.00005487904],"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":[0.0002783539,0.0001076885,0.01408486,0.000522651,0.0002756297,0.00006356178,0.00009952701,0.02448952,0.0005519481,0.00304935,0.9454824,0.01099461],"study_design_scores_gemma":[0.001014209,0.00003797202,0.03707439,0.0002559989,0.0001585813,0.00005071613,0.0001532528,0.06200346,0.001458859,0.004368068,0.8933276,0.00009692863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002089967,0.00004444276,0.0005106515,0.00008021537,0.00001678368,0.00003377556,0.9948961,0.0008228422,0.001505072],"genre_scores_gemma":[0.005645351,0.00004342291,0.002432664,0.00005133634,0.000005606722,0.0001996471,0.9898032,0.0001938295,0.001624929],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2716078,"threshold_uncertainty_score":0.5400536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504825781022656,"score_gpt":0.2100924508353436,"score_spread":0.185044193025117,"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."}}