{"id":"W2313864533","doi":"","title":"Results of recent VTEM helicopter system development testing over the Spiritwood Valley aquifer, Manitoba","year":2012,"lang":"en","type":"article","venue":"Figshare","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waveform; Transmitter; Deconvolution; Calibration; Aquifer; Resistive touchscreen; Computer science; Remote sensing; Electronic engineering; Geology; Electrical engineering; Engineering; Channel (broadcasting); Telecommunications; Radar; Physics; Algorithm; Groundwater","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002608091,0.0001365462,0.000168425,0.0000285544,0.0001409528,0.00003038863,0.0002575154,0.00006132807,0.0180705],"category_scores_gemma":[0.0009568489,0.00008005614,0.00004774615,0.0003670212,0.000007389338,0.0001060776,0.00003863391,0.0001514029,0.002632446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009654271,"about_ca_system_score_gemma":0.00004537135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454567,"about_ca_topic_score_gemma":0.0001197612,"domain_scores_codex":[0.9986586,0.0001336002,0.0003072162,0.0001763574,0.0003134478,0.0004107955],"domain_scores_gemma":[0.9987043,0.000718594,0.0001398819,0.0001951294,0.00009686407,0.0001452019],"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":[0.00005083804,0.00006465455,0.008776896,0.0002779674,0.00003359958,0.000004825432,0.000254732,0.0001069109,0.00002450482,0.000009519901,0.02928416,0.9611114],"study_design_scores_gemma":[0.0002034341,0.00007953755,0.8005694,0.0003758194,0.000007722287,0.000007719016,0.00006889151,0.0006986138,0.001324527,0.00001521907,0.1964906,0.0001585908],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6765128,0.007288255,0.00003206361,0.0009022249,0.002042088,0.002698893,0.09479401,0.0006493918,0.2150803],"genre_scores_gemma":[0.9916372,0.000002304366,0.002192858,0.000190758,0.0004351366,0.00001177142,0.005415782,0.00000495947,0.0001092495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9609528,"threshold_uncertainty_score":0.9981441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003107761371115,"score_gpt":0.2603481773450283,"score_spread":0.1600374012079168,"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."}}