{"id":"W1171502957","doi":"","title":"103. Queen Elizabeth Islands: Water Balance Investigations","year":2004,"lang":"en","type":"article","venue":"IAHS-AISH publication","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowmelt; Surface runoff; Streamflow; Water balance; Arctic; Snow; Glacier; Environmental science; Permafrost; Hydrology (agriculture); Wetland; Physical geography; Geology; Drainage basin; Oceanography; Geography; Ecology; Geomorphology","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":[0.000297424,0.0002996332,0.0001488742,0.00144836,0.001731966,0.0008558423,0.0007250662,0.0002985137,0.03114232],"category_scores_gemma":[0.000627991,0.0002186105,0.0001321359,0.003602689,0.0002400038,0.0003952743,0.0004033208,0.0003896549,0.007808349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056973,"about_ca_system_score_gemma":0.01003468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9630912,"about_ca_topic_score_gemma":0.97487,"domain_scores_codex":[0.9997994,0.00001198405,0.000013271,0.00002376278,0.000112059,0.00003961139],"domain_scores_gemma":[0.9992113,0.00003620698,0.00002835202,0.00004267609,0.0006112495,0.00007015935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002771025,0.0001661575,0.1301517,0.0008339835,0.00006241166,0.00135036,0.003526558,0.002291672,0.005109051,0.007890747,0.6623634,0.185977],"study_design_scores_gemma":[0.00001692623,0.00001952655,0.2867195,0.00009116487,0.00001319021,0.00007393651,0.001022224,0.0007084957,0.001184153,0.0002143512,0.7099144,0.00002215881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09961985,0.00365114,0.000963911,0.001407976,0.0002475554,0.000672452,0.2546105,0.0004859804,0.6383407],"genre_scores_gemma":[0.2741771,0.003813015,0.005841911,0.0005074397,0.00009301372,0.0005113077,0.09292139,0.0003288333,0.621806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03690881,"threshold_uncertainty_score":0.1041815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978880886685785,"score_gpt":0.2351271535721234,"score_spread":0.2053383447052656,"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."}}