{"id":"W4205749560","doi":"10.5194/essd-14-57-2022","title":"A new local meteoric water line for Inuvik (NT, Canada)","year":2022,"lang":"en","type":"article","venue":"Earth system science data","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aurora College","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Meteoric water; Geology; Precipitation; Piezometer; Pangaea; Arctic; Paleoclimatology; Snow; Physical geography; Hydrology (agriculture); Climatology; Groundwater; Oceanography; Climate change; Geomorphology; Meteorology; Geography; Permian; Aquifer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004824242,0.0004110644,0.0003477497,0.002642786,0.002044539,0.001389993,0.001027072,0.0002186722,0.01251339],"category_scores_gemma":[0.0009664582,0.0002793952,0.0002645275,0.006142783,0.0003250386,0.000485988,0.0007962047,0.0005431336,0.002868695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01409723,"about_ca_system_score_gemma":0.03353497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974422,"about_ca_topic_score_gemma":0.9907865,"domain_scores_codex":[0.9995377,0.00002058537,0.00003179644,0.00008604342,0.0001905188,0.0001333198],"domain_scores_gemma":[0.9974765,0.00004341606,0.0001281665,0.00008223504,0.001993131,0.000276491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008369551,0.0001453701,0.4390351,0.0007174128,0.0001187875,0.0005190232,0.003377762,0.002654629,0.008840381,0.002841474,0.2583336,0.2825794],"study_design_scores_gemma":[0.00005242913,0.00004516623,0.5555383,0.000135898,0.00003426111,0.0001409756,0.002958887,0.001760286,0.002022923,0.0001557672,0.4370728,0.00008228853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2933069,0.001588956,0.01380803,0.001734832,0.0005099097,0.00137919,0.5648815,0.002688244,0.1201026],"genre_scores_gemma":[0.4616422,0.001196634,0.04743347,0.0006002687,0.00006736046,0.001494526,0.3571561,0.001004262,0.1294052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02557802,"threshold_uncertainty_score":0.1022831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099012552700227,"score_gpt":0.2252718255609314,"score_spread":0.2042817000339292,"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."}}