{"id":"W4239620844","doi":"10.1190/tle28050606.1","title":"Reviews","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Download; Citation; Library science; Political science; Art history; Humanities; Art; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002113627,0.00004386626,0.00006160471,0.000004758164,0.0001232367,0.0000147075,0.0001272296,0.000009051336,0.0002315627],"category_scores_gemma":[0.0000130017,0.00002446284,0.00002468925,0.00007150217,0.00003871637,0.00005833388,0.0000303556,0.00004076485,0.006973107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002751027,"about_ca_system_score_gemma":4.60746e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006266545,"about_ca_topic_score_gemma":0.000009205565,"domain_scores_codex":[0.9996704,0.00002673952,0.00006734903,0.00007431077,0.00006435728,0.0000967962],"domain_scores_gemma":[0.9998296,0.00001311236,0.00001918733,0.000122995,0.000001241361,0.00001380852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001628694,0.00001494254,0.00310707,0.000001060287,0.000002057573,0.000001015498,0.001691705,0.000004531717,0.00574963,0.0006998178,0.1764721,0.8122544],"study_design_scores_gemma":[0.00003975475,0.00001522584,0.04971597,0.000004313303,0.000004377125,0.000001945418,0.0000191751,0.0000151915,0.0004642343,0.0003894756,0.9492849,0.00004546472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5130808,0.001740261,0.01545196,0.01914381,0.0005557959,0.0005044542,6.557784e-7,0.0001623672,0.4493599],"genre_scores_gemma":[0.9237103,0.00005450343,0.00009462746,0.002148833,0.00005199354,0.000005050392,3.313332e-7,0.000001865906,0.07393245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.812209,"threshold_uncertainty_score":0.9938001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867367130569006,"score_gpt":0.2644507500353072,"score_spread":0.2357770787296171,"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."}}