{"id":"W3043885586","doi":"","title":"The Importance of Glaciers as Thermal Buffers in the Kitsumkalum River Watershed, Coast Mountains, Canada","year":2016,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Glacier; Watershed; Geology; Physical geography; Hydrology (agriculture); Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003176173,0.00009472817,0.00009540103,0.00001586461,0.0001376296,0.00002114454,0.0003611503,0.0000318752,0.001029509],"category_scores_gemma":[0.00002059877,0.00003776668,0.00003240731,0.00009422689,0.0001757358,0.00009644413,0.00001131217,0.00007033247,0.00004872368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001163374,"about_ca_system_score_gemma":0.0001084236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8189963,"about_ca_topic_score_gemma":0.990464,"domain_scores_codex":[0.999068,0.00007596174,0.0001613301,0.0001289398,0.0002613776,0.000304348],"domain_scores_gemma":[0.9993426,0.0003082091,0.000061746,0.0002258473,0.0000193821,0.00004218583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004255286,0.000003753788,0.9913993,0.000005157829,0.000008191188,0.00003196867,0.001487513,0.00003588452,0.0003294709,0.00004949356,0.003082934,0.003523737],"study_design_scores_gemma":[0.0003736794,0.00006171879,0.9378978,0.00001918281,0.000008416792,0.0000147415,0.004620503,0.0001635006,0.0004102887,0.0001786309,0.05611189,0.000139665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916718,0.0003655882,2.829093e-7,0.00468874,0.0002042495,0.0001117714,0.0004849254,0.000004126586,0.002468535],"genre_scores_gemma":[0.9975964,0.0002349404,0.00000161557,0.001691247,0.00005901146,0.000001571858,0.0001101943,0.000002495723,0.000302496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714677,"threshold_uncertainty_score":0.9998837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544563919927259,"score_gpt":0.2089665787181966,"score_spread":0.193520939518924,"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."}}