{"id":"W1505624115","doi":"10.1002/hyp.8343","title":"Discharge dependence of stream albedo in a steep proglacial channel","year":2011,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Albedo (alchemy); STREAMS; Environmental science; Hydrology (agriculture); Glacier; Channel (broadcasting); Flow (mathematics); Aeration; Discharge; Atmospheric sciences; Geology; Geomorphology; Mechanics; Drainage basin; Geography; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001148531,0.0001010221,0.0001823905,0.00002082056,0.00006798577,0.000007515938,0.0001943307,0.00006210797,0.001771175],"category_scores_gemma":[0.0002187981,0.00006766085,0.00002753879,0.0003720922,0.0001262884,0.000142021,0.00002183114,0.00009062773,0.00003581343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001477369,"about_ca_system_score_gemma":0.0000350085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148246,"about_ca_topic_score_gemma":0.007744154,"domain_scores_codex":[0.9991551,0.00002204722,0.0002198991,0.0002152997,0.0001463875,0.0002412682],"domain_scores_gemma":[0.9996377,0.00009999529,0.0000783161,0.00008442791,0.00004736501,0.00005223712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000783267,0.0001328448,0.9948654,0.00006243931,0.000007954832,0.00001055563,0.0008988804,0.0002993226,0.0000047987,0.0001236395,0.0000281686,0.003487665],"study_design_scores_gemma":[0.000202256,0.0003796872,0.9914623,0.00001712114,0.000007972424,0.000003315542,0.0003641663,0.001814664,0.0001565547,0.005117939,0.0003468256,0.0001271701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903412,0.001116139,0.00009782186,0.0001038871,0.00006540363,0.0001741321,0.00002378166,0.00002873094,0.008048883],"genre_scores_gemma":[0.999238,0.0001709817,0.0003731754,0.0001060586,0.00003504281,0.000007488854,0.00001180102,0.000001589624,0.00005585367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008896788,"threshold_uncertainty_score":0.9991413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05174633452997505,"score_gpt":0.2271593068239019,"score_spread":0.1754129722939268,"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."}}