{"id":"W2774812840","doi":"10.1007/s00024-017-1736-2","title":"Aeromagnetic Surveying with a Rotary-Wing Unmanned Aircraft System: A Case Study from a Zinc Deposit in Nash Creek, New Brunswick, Canada","year":2017,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stratus Aeronautics (Canada); Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Magnetometer; Geology; Magnetic survey; Altitude (triangle); Aeromagnetic survey; RADIUS; Fixed wing; Magnetic anomaly; Mining engineering; Geodesy; Aerospace engineering; Remote sensing; Geophysics; Magnetic field; Wing; Engineering; Physics; Computer science; Geometry","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":[0.0001954396,0.0002577473,0.0003790482,0.00001949086,0.0008118207,0.0004433932,0.0002699939,0.00006009894,0.00002403202],"category_scores_gemma":[0.000008161672,0.0002110562,0.00002573878,0.0001251342,0.00004879316,0.0001918089,0.00003810641,0.0002425601,0.00001216078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001529831,"about_ca_system_score_gemma":0.0003729268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951531,"about_ca_topic_score_gemma":0.9992917,"domain_scores_codex":[0.9984986,0.00008535737,0.0002312255,0.000482044,0.0002971504,0.0004056157],"domain_scores_gemma":[0.99908,0.0001236999,0.0001276273,0.000418519,0.00002324788,0.0002268844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007006721,0.00003168993,0.9806984,0.00004510269,0.00004721592,0.002549168,0.001309165,0.0002928652,0.00003114245,0.000009089829,0.00004905902,0.01486702],"study_design_scores_gemma":[0.001001156,0.0001599916,0.991787,0.00008135345,0.0000523746,0.000129619,0.005685998,0.0006737957,0.0000110833,0.0000365778,0.00003717979,0.0003438484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977753,0.0002589828,0.00001402374,0.00004315025,0.00009864516,0.0004802313,0.00003835668,0.00004062675,0.001250654],"genre_scores_gemma":[0.9993156,0.00000396378,0.000187129,0.00006733068,0.0001485613,0.000004103812,0.00005802724,0.000009927276,0.0002054042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452317,"threshold_uncertainty_score":0.8606622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261444228229487,"score_gpt":0.1903943730348155,"score_spread":0.1777799307525206,"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."}}