{"id":"W3201817735","doi":"10.3390/geosciences11100415","title":"Transient Electromagnetic (TEM) Surveys as a First Approach for Characterizing a Regional Aquifer: The Case of the Saint-Narcisse Moraine, Quebec, Canada","year":2021,"lang":"en","type":"article","venue":"Geosciences","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Chicoutimi","keywords":"Geology; Aquifer; Borehole; Stratigraphy; Hydrogeology; Geomorphology; Moraine; Petrophysics; Bedrock; Geological survey; Groundwater; Hydrology (agriculture); Paleontology; Geotechnical engineering; Glacial period; Tectonics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009877132,0.0001466554,0.0002150437,0.0000245703,0.0006377428,0.00007735397,0.0004812908,0.0000385963,0.0001269777],"category_scores_gemma":[0.0003481121,0.00007502829,0.0001295889,0.0009940313,0.0002950241,0.0000860888,0.00001919556,0.0001519916,0.000001819285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001282265,"about_ca_system_score_gemma":0.0008796959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8548618,"about_ca_topic_score_gemma":0.9585068,"domain_scores_codex":[0.9979986,0.0005050082,0.0002497695,0.0003778551,0.0003829206,0.000485846],"domain_scores_gemma":[0.9984621,0.0009371494,0.000107072,0.0002616503,0.0001063799,0.0001256004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002288003,0.0005777742,0.03636939,0.0004195467,0.000121173,0.0006050931,0.003063982,0.003659427,0.007459049,0.003713169,0.008031756,0.9357508],"study_design_scores_gemma":[0.0002877172,0.0003401428,0.935618,0.00002135185,0.00004334835,0.0005430208,0.001002727,0.03453327,0.001625145,0.001458409,0.02421773,0.0003090935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874012,0.0007639011,0.0008029127,0.009959724,0.0002429809,0.0003460162,0.00007582062,0.00000906318,0.0003983273],"genre_scores_gemma":[0.9963034,0.00002331321,0.001353179,0.0009496119,0.00008656022,0.00001256731,0.00002655386,0.000002459649,0.001242312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9354417,"threshold_uncertainty_score":0.4905066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898540714701548,"score_gpt":0.2188159768516501,"score_spread":0.1998305697046346,"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."}}