{"id":"W3007864084","doi":"10.3334/ornldaac/1707","title":"ABoVE: AirSWOT Water Masks from Color-Infrared Imagery over Alaska and Canada, 2017","year":2019,"lang":"en","type":"article","venue":"Oak Ridge National Laboratory Distributed Active Archive Center for Biogeochemical Dynamics","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remote sensing; Infrared; Environmental science; Geography; Optics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00009665859,0.0002358168,0.0001990938,0.00004138313,0.0001591612,0.00006087248,0.0001782702,0.0001212601,0.0005264621],"category_scores_gemma":[0.00011382,0.0002138255,0.00007488603,0.0001139453,0.0001959197,0.0003714801,0.0001863082,0.0002140888,0.00007147191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886259,"about_ca_system_score_gemma":0.0001146839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009819501,"about_ca_topic_score_gemma":0.02113895,"domain_scores_codex":[0.9983559,0.00004877769,0.0002570378,0.0005245535,0.0004586183,0.0003551055],"domain_scores_gemma":[0.9992013,0.0001859499,0.0001134952,0.0001585423,0.0001406672,0.000200065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008982248,0.0004123184,0.2185967,0.0000480077,0.0002798175,0.00001115769,0.0001172315,0.0002183072,0.5244625,0.001183871,0.252734,0.001037759],"study_design_scores_gemma":[0.002540197,0.00008041488,0.331346,0.00003092679,0.00004684366,0.000004578468,0.0001127613,0.01944405,0.1445781,0.005673083,0.4954921,0.0006508747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.525265,0.000004071017,0.00009041381,0.0002918936,0.0001609448,0.0002300293,0.4732117,0.00001924541,0.0007266715],"genre_scores_gemma":[0.5669104,0.00001029541,0.0004765264,0.00116348,0.00007948958,0.00006874984,0.4312068,0.00002492504,0.00005936674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3798844,"threshold_uncertainty_score":0.9967742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003162640497364026,"score_gpt":0.1970791365713537,"score_spread":0.1939164960739897,"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."}}