{"id":"W2608632787","doi":"","title":"Development of an ultra-wideband measurement system for subsurface imaging. Application to the Vaucluse Kazrst Aquifer","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Aquifer; Geology; Remote sensing; Hydrology (agriculture); Geotechnical engineering; Groundwater","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004202674,0.000293164,0.0002854017,0.0002530531,0.0003362313,0.0004380765,0.0006154196,0.0005901795,0.002411754],"category_scores_gemma":[0.000426547,0.0002125967,0.0001326381,0.0003219245,0.0001836148,0.0004041901,0.0005222927,0.0002887746,0.0008369429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716688,"about_ca_system_score_gemma":0.0007192866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002717484,"about_ca_topic_score_gemma":0.004364752,"domain_scores_codex":[0.9997784,0.00003570828,0.000009875025,0.00005025063,0.00009640923,0.00002925804],"domain_scores_gemma":[0.9997423,0.00004397789,0.00001582863,0.0000323689,0.0001396975,0.00002573051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001583134,0.00005621431,0.00384903,0.0001119353,0.0000215973,0.0002423129,0.0002862373,0.002914985,0.8423725,0.0008903672,0.002255695,0.1468408],"study_design_scores_gemma":[0.0001397568,0.001562947,0.0285411,0.00006197329,0.0001112817,0.001945243,0.000325548,0.1223601,0.7766021,0.0007291309,0.06751522,0.000105481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2141825,0.0003944103,0.7706711,0.0005459299,0.0001385489,0.0004215886,0.0006077274,0.006317115,0.006721062],"genre_scores_gemma":[0.5577992,0.0002576448,0.4315076,0.0002365128,0.00003434339,0.0003105587,0.0006018556,0.0001273539,0.00912495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002717484,"threshold_uncertainty_score":0.008068144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498071590193987,"score_gpt":0.2340507415680518,"score_spread":0.2090700256661119,"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."}}