{"id":"W2155498273","doi":"10.1175/1525-7541(2004)005<0471:haosta>2.0.co;2","title":"Hydroclimatic Analysis of Snowfall Trends Associated with the North American Great Lakes","year":2004,"lang":"en","type":"article","venue":"Journal of Hydrometeorology","topic":"Climate variability and models","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Precipitation; Environmental science; Climatology; Period (music); Geography; Meteorology; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006615799,0.0001345459,0.0006177932,0.0002996167,0.00007423499,0.000009822666,0.0003607573,0.00004231504,0.0005252672],"category_scores_gemma":[0.00009947235,0.00007681605,0.0002422812,0.00228604,0.0006722699,0.0001312664,0.00006650608,0.0002129579,0.000006991701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547388,"about_ca_system_score_gemma":0.0000192263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003320803,"about_ca_topic_score_gemma":0.01354871,"domain_scores_codex":[0.9985728,0.0001642539,0.0004780741,0.0001538434,0.0003691975,0.0002618675],"domain_scores_gemma":[0.9985195,0.0002505151,0.0008648867,0.0002492172,0.000027796,0.00008802094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001385256,0.0004017797,0.5345799,0.000003771381,0.001784306,0.0000413799,0.001423612,0.4589581,0.001402137,0.00003386348,0.00008917999,0.001143416],"study_design_scores_gemma":[0.0008530737,0.001881651,0.988859,0.000007791441,0.002434292,0.00006879372,0.00009151367,0.005013201,0.00007182718,0.0003502075,0.0002254995,0.0001431519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969624,0.00001424092,0.0002982203,0.001716792,0.00002902371,0.00003973293,0.00001404914,0.000006748785,0.0009187434],"genre_scores_gemma":[0.9993278,0.00002343092,0.0003043465,0.0002546284,0.00001026227,0.000001940058,0.00000661897,0.00000838533,0.00006257818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542791,"threshold_uncertainty_score":0.7560496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111034033201677,"score_gpt":0.2284608295022315,"score_spread":0.2173504891702147,"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."}}