{"id":"W4389774755","doi":"10.31407/ijees13.406","title":"DATA SNOW TRENDS IN THE ILLINOIS STATE","year":2023,"lang":"en","type":"article","venue":"International Journal of Ecosystems and Ecology Science (IJEES)","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Physical geography; Archaeology; State (computer science); Geography; Hydrology (agriculture); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003359797,0.0001314865,0.000145757,0.004203205,0.0008660462,0.0008660804,0.0003095826,0.0001365626,0.006962019],"category_scores_gemma":[0.001271995,0.0001328999,0.0001377395,0.005092495,0.0001540097,0.0003287905,0.0005386858,0.0003358084,0.00126233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884698,"about_ca_system_score_gemma":0.002563572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.306168,"about_ca_topic_score_gemma":0.6452588,"domain_scores_codex":[0.9995877,0.00004940565,0.00004423944,0.00007201475,0.0001818888,0.00006480132],"domain_scores_gemma":[0.997492,0.0003533936,0.0003692348,0.000102452,0.0013729,0.0003100962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001285769,0.00006442524,0.9243695,0.00008683986,0.00003851331,0.00005719159,0.0008924553,0.0005076142,0.0004315811,0.0004264749,0.05039502,0.02260182],"study_design_scores_gemma":[0.000008201345,0.00002243356,0.9554786,0.00004941683,0.00001806544,0.00002981809,0.001090403,0.0004984282,0.0002935201,0.0000737632,0.04242963,0.000007683714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.728096,0.0007110814,0.0008004981,0.001056528,0.00008941736,0.0001316406,0.1694387,0.0007075664,0.09896855],"genre_scores_gemma":[0.8286697,0.0006095321,0.001733044,0.0002893549,0.00007219559,0.0004815126,0.1250911,0.0001202038,0.04293332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.306168,"threshold_uncertainty_score":0.6087717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08985637362121016,"score_gpt":0.3146713360312511,"score_spread":0.2248149624100409,"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."}}