{"id":"W3022640776","doi":"","title":"Successful Application of new Groundwater Resource Mapping Approaches in the Search for Municipal Groundwater Supply in Paleozoic Aquifers Near Acton Ontario","year":2009,"lang":"en","type":"article","venue":"AGUSM","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Aquifer; Groundwater; Water resource management; Resource (disambiguation); Paleozoic; Water supply; Geology; Environmental science; Hydrology (agriculture); Mining engineering; Environmental engineering; Geochemistry; Computer science; Geotechnical engineering","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":[0.0008959282,0.0001533159,0.000204809,0.00008952057,0.00008668823,0.0001266922,0.001168656,0.0001165664,0.00001424466],"category_scores_gemma":[0.00001592176,0.0001158963,0.00006825865,0.0004006812,0.00005919993,0.0002676804,0.0001260331,0.0002761415,0.000007359561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007728629,"about_ca_system_score_gemma":0.00007473934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0212782,"about_ca_topic_score_gemma":0.0129159,"domain_scores_codex":[0.998505,0.00009518437,0.0003348065,0.000409246,0.0002246105,0.0004311856],"domain_scores_gemma":[0.9991066,0.0001253766,0.00007877175,0.0006147159,0.00002773783,0.00004680896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002549773,0.001156726,0.5938084,0.0003481958,0.00004789483,0.00003296755,0.2687097,0.009915622,0.005800968,0.01836997,0.001199096,0.1003556],"study_design_scores_gemma":[0.002805674,0.0005606035,0.764914,0.0001825398,0.00001452707,0.00005215524,0.005622903,0.08884519,0.0116321,0.01984465,0.1047186,0.0008070028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612805,0.00005014877,0.02631862,0.006813325,0.00002788064,0.0006005419,3.777658e-7,0.00002275835,0.004885858],"genre_scores_gemma":[0.9932855,0.000001632436,0.005237878,0.000306933,0.00004413132,0.0000427005,0.00002322665,0.000002786005,0.001055171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2630868,"threshold_uncertainty_score":0.9852392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378298896741684,"score_gpt":0.2522367104559246,"score_spread":0.1984537214885078,"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."}}