{"id":"W7077078555","doi":"10.4211/hs.a6e5952cd87749b78a5eb74eb3caaa86","title":"Cross-CZO storm-event stream water silicon stable isotope - discharge datasets from manuscript (USA, France, Canada)","year":2025,"lang":"en","type":"dataset","venue":"HydroShare Resources","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stable isotope ratio; Silicon; Stability (learning theory); Hydrology (agriculture); Groundwater","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":[0.0008571955,0.001814699,0.001053034,0.003834226,0.0008710228,0.00162861,0.001904367,0.001066715,0.03112942],"category_scores_gemma":[0.002928211,0.000658122,0.001250749,0.008101854,0.0003555726,0.0006421311,0.00111765,0.001217699,0.03811634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003126533,"about_ca_system_score_gemma":0.008144434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4213484,"about_ca_topic_score_gemma":0.5148143,"domain_scores_codex":[0.999371,0.00004814774,0.00005379753,0.0001475244,0.0002152279,0.0001642629],"domain_scores_gemma":[0.9980934,0.0002050796,0.0001280921,0.0003282843,0.001036969,0.0002081594],"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":[0.00006551456,0.00002264326,0.001735139,0.0002678977,0.00003935279,0.00001724813,0.00002206205,0.0006411042,0.000150825,0.0003885235,0.9941651,0.002484616],"study_design_scores_gemma":[0.0003583377,0.00001486551,0.02418203,0.0002563769,0.00004614276,0.00003729172,0.0001074053,0.001531015,0.0007974203,0.0009612989,0.971658,0.00004989608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001683424,0.00001326526,0.00003086474,0.00001553966,0.000007618337,0.000005119316,0.9993286,0.0001353219,0.0002953704],"genre_scores_gemma":[0.0002922728,0.00002004665,0.0001545205,0.00001053642,0.000001906962,0.00001919365,0.9990481,0.00003723114,0.0004162577],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5786517,"threshold_uncertainty_score":0.8377917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009411699102340477,"score_gpt":0.2262365747864843,"score_spread":0.2168248756841438,"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."}}