{"id":"W4407797440","doi":"10.5194/egusphere-2025-117","title":"The influence of a rock glacier on the riverbed hydrological system","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McGill University; Simon Fraser University; École de Technologie Supérieure; CentrEau - Quebec Water Management Research Centre","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Glacier; Geology; Rock glacier; Hydrology (agriculture); Geomorphology; Physical geography; Geography; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009052885,0.0001334704,0.00009942901,0.0002406495,0.0003021052,0.0004796787,0.0001281577,0.000120096,0.00126313],"category_scores_gemma":[0.0001495397,0.00005326959,0.0001038636,0.0002503185,0.0003064975,0.0001302366,0.0001946349,0.0001043175,0.0001069556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005409273,"about_ca_system_score_gemma":0.000634728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0858306,"about_ca_topic_score_gemma":0.1483147,"domain_scores_codex":[0.9999535,0.000006356111,0.000001341237,0.0000134427,0.00001107935,0.00001433673],"domain_scores_gemma":[0.9999337,0.00001057185,0.00001673078,0.000006209305,0.0000146448,0.0000180965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001200791,0.00004064884,0.9145023,0.00005399171,0.0001024606,0.000224727,0.0003257424,0.008703481,0.05578037,0.0003884108,0.0004518114,0.01930605],"study_design_scores_gemma":[0.000002411553,0.00002245438,0.9919666,0.00000316353,0.00001761405,0.00002899702,0.0003920124,0.00583471,0.001192043,0.00005660232,0.0004796106,0.000003726469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986274,0.00003634412,0.000229991,0.0000163373,0.000001102051,0.000002593908,0.000111617,0.00001427923,0.0009603067],"genre_scores_gemma":[0.9995956,0.00001701504,0.0001411644,0.000003503571,5.816553e-7,7.043859e-7,0.00005170681,0.000001906636,0.0001878024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0858306,"threshold_uncertainty_score":0.170662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562857604191393,"score_gpt":0.2408608331815063,"score_spread":0.2052322571395923,"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."}}