{"id":"W6963211502","doi":"10.18739/a2086372j","title":"Winter open-water zone remote sensing (2017-2023) and field (2023) data from the Yukon and Kuskokwim rivers and their tributaries in western Alaska","year":2024,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tributary; Permafrost; Hydrology (agriculture); Sediment; Climate change; STREAMS; Cryosphere; Open water","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":[0.000173831,0.0001463757,0.0001048663,0.0006105569,0.0002810771,0.0003050658,0.0001864255,0.0001607494,0.0005352377],"category_scores_gemma":[0.0001870761,0.0001011016,0.0001513064,0.0009205408,0.0001764979,0.0002349931,0.0003260228,0.0001155238,0.0001318783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004911885,"about_ca_system_score_gemma":0.0005709123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1177051,"about_ca_topic_score_gemma":0.294076,"domain_scores_codex":[0.9999233,0.000006723805,0.00001038512,0.00002621843,0.00001519437,0.00001824326],"domain_scores_gemma":[0.9997837,0.00001950168,0.00006764061,0.00002002238,0.0000561667,0.00005295761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000769925,0.00004350009,0.9854585,0.00003692108,0.00002839538,0.00009124766,0.0005628826,0.000630233,0.003574702,0.00004582553,0.0006080211,0.008842859],"study_design_scores_gemma":[0.000002314967,0.000009219467,0.9977854,0.000006758667,0.000008026797,0.00002627374,0.0005706326,0.0006574217,0.0002866965,0.00002234038,0.0006221184,0.000002818539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9970313,0.0000452797,0.0001026627,0.000007564551,0.000002146673,0.000005543524,0.002465842,0.00001014379,0.0003294437],"genre_scores_gemma":[0.9936733,0.00006485909,0.0006261006,0.00001174846,0.000002351646,0.00002077882,0.005208302,0.000003267283,0.0003891861],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1177051,"threshold_uncertainty_score":0.23404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209558447638464,"score_gpt":0.2924989962720121,"score_spread":0.2504034117956275,"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."}}