{"id":"W2470733307","doi":"10.2172/1171114","title":"AMS/NRCan Joint Survey Report: Aerial Campaign","year":2014,"lang":"en","type":"report","venue":"","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"National Nuclear Security Administration; Natural Resources Canada; U.S. Department of Energy","keywords":"Joint (building); Aerial survey; Certification; Radiological weapon; Environmental science; Computer science; Geography; Remote sensing; Engineering; Civil engineering; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002871537,0.0003617698,0.0005539312,0.00006881449,0.0001104555,0.00006652445,0.0002534695,0.0003400305,0.03416353],"category_scores_gemma":[0.0005161085,0.0003025812,0.0002115067,0.0001716906,0.0002052315,0.0001136388,0.00009210072,0.0003435438,0.001530178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008367284,"about_ca_system_score_gemma":0.0002223534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02847685,"about_ca_topic_score_gemma":0.02536511,"domain_scores_codex":[0.996569,0.0002672101,0.0006691758,0.0007744159,0.001358403,0.0003617463],"domain_scores_gemma":[0.9986515,0.00008947065,0.0002714864,0.0006754622,0.00008902595,0.0002230487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003710127,0.0001943578,0.1748454,0.00005120661,0.0001650027,0.000488363,0.0001361514,0.00004320372,0.0005865111,0.00007437118,0.7902428,0.03313555],"study_design_scores_gemma":[0.000166384,0.00003289507,0.5430517,0.00001130942,0.00002508327,0.000177235,0.00000498952,0.00001458868,0.0002637816,0.00001917983,0.455925,0.0003078773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0170232,0.00001905558,0.007729643,0.0001272702,0.003039331,0.0004704369,0.00006275158,0.0001188698,0.9714094],"genre_scores_gemma":[0.7873839,0.0001225196,0.0001752504,0.0001976225,0.0005160509,0.0000395913,0.0005768511,0.00006523393,0.210923],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7703606,"threshold_uncertainty_score":0.9999426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05133948478556482,"score_gpt":0.2774556125449755,"score_spread":0.2261161277594106,"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."}}