{"id":"W6963591311","doi":"10.18739/a2h12v928","title":"Cryostratigraphy and ground-ice content of the upper permafrost in Alaska and Northern Canada, 2018-2023","year":2024,"lang":"en","type":"dataset","venue":"California Digital Library","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Water content; Bay; Arctic; Hydrology (agriculture); Soil water; Moisture","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":[0.0002443155,0.0005451828,0.0003593781,0.004032087,0.001159127,0.001132064,0.0006917746,0.0002385883,0.00608737],"category_scores_gemma":[0.0008786747,0.0001935844,0.0003349967,0.007340394,0.0002912812,0.0004700733,0.0006921118,0.0002942802,0.002174864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008749523,"about_ca_system_score_gemma":0.01179721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9754414,"about_ca_topic_score_gemma":0.9878504,"domain_scores_codex":[0.9997396,0.000004699761,0.00001752884,0.00004965,0.0001311226,0.0000574965],"domain_scores_gemma":[0.9981433,0.00004814972,0.0001071241,0.00006125396,0.001444425,0.000195747],"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":[0.0004867725,0.00009154362,0.5926577,0.001069624,0.0003061239,0.0006398072,0.001701982,0.005859273,0.002641253,0.001027777,0.2774599,0.1160583],"study_design_scores_gemma":[0.00002704218,0.00001480523,0.7843144,0.0003862034,0.00007470103,0.0001853334,0.00197603,0.001934746,0.001283422,0.0002530721,0.2095045,0.00004569562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1058479,0.00101543,0.0002385927,0.0001350782,0.00002771512,0.00003079962,0.8802493,0.0003376178,0.0121177],"genre_scores_gemma":[0.13797,0.001410911,0.0009025675,0.00006360404,0.00001476961,0.00005616009,0.8488442,0.00007223556,0.01066555],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0245586,"threshold_uncertainty_score":0.06348258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166179399240087,"score_gpt":0.1807831444930498,"score_spread":0.1641652045690411,"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."}}