{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ab52465b3095","filters":{"venue":"International Geoscience and Remote Sensing Symposium"}},"results":[{"id":"W1929337670","doi":"","title":"CoReH2O, A Dual Frequency Radar Staellite for Cold Regions Hydrology","year":2011,"lang":"en","type":"article","venue":"International Geoscience and Remote Sensing Symposium","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Radar; Dual (grammatical number); Hydrology (agriculture); Remote sensing; Geology; Environmental science; Meteorology; Computer science; Telecommunications; Geography; Geotechnical engineering","authors":[{"name":"Helmut Rott","is_ca":false},{"name":"Donald W. Cline","is_ca":false},{"name":"Claude Duguay","is_ca":true},{"name":"Richard Essery","is_ca":false},{"name":"Pierre Etchevers","is_ca":false},{"name":"Irena Hajnsek","is_ca":false},{"name":"Michael Kern","is_ca":false},{"name":"Giovanni Macelloni","is_ca":false},{"name":"Eirik Malnes","is_ca":false},{"name":"Jouni Pulliainen","is_ca":false},{"name":"Simon Yueh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04207116067871947,"gpt":0.2452555197496333,"spread":0.2031843590709138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002407765,0.0001312622,0.0001308486,0.000125873,0.0002580578,0.000072365,0.000168094,0.00007766467,0.0002297385],"category_scores_gemma":[0.00002893917,0.00011007,0.00005564034,0.0001233385,0.0003091365,0.0002209596,0.00002073031,0.00009057391,0.00003610635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007153056,"about_ca_system_score_gemma":0.00004205494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197421,"about_ca_topic_score_gemma":0.009034574,"domain_scores_codex":[0.9988903,0.00002741169,0.0002024551,0.0003552462,0.0002049538,0.0003195649],"domain_scores_gemma":[0.9994245,0.0001209249,0.00009157853,0.0001343509,0.0001054311,0.0001232565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001250753,0.0002772504,0.2933883,0.0002401749,0.000381761,0.001300195,0.03464938,0.0001318836,0.3768592,0.02161201,0.007960718,0.2619484],"study_design_scores_gemma":[0.003281377,0.002266823,0.1957996,0.0004122451,0.0001850513,0.003541878,0.001890557,0.5009893,0.009746042,0.05474952,0.2248475,0.002290149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520187,0.0003668108,0.008008332,0.005944635,0.004069874,0.0004233086,0.001305742,0.00008813748,0.02777446],"genre_scores_gemma":[0.965254,0.001209894,0.02605599,0.003241681,0.0007070989,2.191533e-7,0.0006327326,0.00001205331,0.002886304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5008574,"threshold_uncertainty_score":0.9946051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965538761","doi":"","title":"The Effects of Temporal and Topographic Decorrelation on Forest Height Retrieval Using Airborne Repeat-Pass L-Band Polarimetric SAR Interferometry","year":2016,"lang":"en","type":"article","venue":"International Geoscience and Remote Sensing Symposium","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Decorrelation; Remote sensing; Synthetic aperture radar; Interferometric synthetic aperture radar; Lidar; Terrain; Interferometry; Geology; Digital elevation model; Radar imaging; Radar; Polarimetry; Geodesy; Geography; Computer science; Physics; Cartography","authors":[{"name":"Michael Denbina","is_ca":false},{"name":"Marc Simard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009054187028907403,"gpt":0.2188316570345379,"spread":0.2097774700056305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003214161,0.0001177895,0.0001250521,0.0001443258,0.0004220858,0.00008269084,0.0001290373,0.00005366955,0.000005500054],"category_scores_gemma":[0.0003745946,0.00006524958,0.00004471454,0.0004851981,0.0003594512,0.0001922869,0.00002924774,0.00008040795,0.000002160598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001316992,"about_ca_system_score_gemma":0.00002667561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003157269,"about_ca_topic_score_gemma":0.0006504689,"domain_scores_codex":[0.9989207,0.00004518138,0.0002387555,0.0002747255,0.0003286234,0.0001920434],"domain_scores_gemma":[0.9986659,0.0008680181,0.0001563444,0.0001323129,0.0001122923,0.0000651928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002326792,0.00002171717,0.7527665,0.00003188671,0.00008804867,0.0000188571,0.0002717796,0.0001153259,0.01303305,0.0002612723,0.00005406409,0.2331048],"study_design_scores_gemma":[0.000348278,0.0002773625,0.9699233,0.0002119294,0.0000217885,0.00004600579,0.0000734373,0.02572682,0.001159935,0.0007116111,0.001364821,0.0001347822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918907,0.000728837,0.004256909,0.001230458,0.001501958,0.0001180564,0.00001483904,0.00001390804,0.0002443094],"genre_scores_gemma":[0.9968618,0.0009133439,0.001748276,0.0001039478,0.0001065176,6.632526e-9,0.000005644627,0.000003251553,0.0002572038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.23297,"threshold_uncertainty_score":0.4772868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W751228070","doi":"","title":"Variations in the Sea Ice Edge and the Marginal Ice Zone on Different Spatial Scales as Observed from Different Satellite Sensor","year":2006,"lang":"en","type":"article","venue":"International Geoscience and Remote Sensing Symposium","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sea ice; Sea ice concentration; Remote sensing; Special sensor microwave/imager; Sea ice thickness; Advanced very-high-resolution radiometer; Moderate-resolution imaging spectroradiometer; Cryosphere; Environmental science; Radiometer; Geology; Arctic ice pack; Climatology; Satellite; Oceanography; Microwave; Brightness temperature; Physics","authors":[{"name":"T. Markus","is_ca":false},{"name":"John Henrichs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009959798679239544,"gpt":0.2056168744953682,"spread":0.1956570758161287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003350535,0.0001691933,0.0001532505,0.00006733206,0.0003976367,0.0002637397,0.0002352309,0.00005336743,0.00002226044],"category_scores_gemma":[0.0000464035,0.00008789881,0.00004640094,0.00009977615,0.000459099,0.0001197201,0.0000345923,0.0002131384,0.00001328682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000013778,"about_ca_system_score_gemma":0.00002038051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05666404,"about_ca_topic_score_gemma":0.01620488,"domain_scores_codex":[0.9985164,0.0001962694,0.000238235,0.0003318784,0.0004786339,0.0002386305],"domain_scores_gemma":[0.9987185,0.0009332512,0.0001013056,0.0001526187,0.00004389964,0.00005039519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001304764,0.0002413817,0.5670964,0.00003724462,0.0001117924,0.0002041311,0.00629679,0.001822159,0.002114306,0.00933291,0.00006794187,0.4113702],"study_design_scores_gemma":[0.0004843858,0.00003860056,0.7069632,0.00004593999,0.00001775361,0.00006006551,0.000285154,0.2881625,0.00002862157,0.003399485,0.0004058148,0.000108501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756399,0.00007432091,0.006848874,0.01406001,0.0006582917,0.0001755598,0.00006068574,0.00001430959,0.002468017],"genre_scores_gemma":[0.9969299,0.0002851982,0.0008473351,0.001128288,0.0003039254,1.045011e-7,0.0001134586,0.00000323176,0.0003885445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4112617,"threshold_uncertainty_score":0.9496177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164212530","doi":"","title":"The DMRT-ML Model: Numerical Simulations of the Microwave Emission of Snowpacks Based on the Dense Media Radiative Transfer Theory","year":2014,"lang":"en","type":"article","venue":"International Geoscience and Remote Sensing Symposium","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Snow; Environmental science; Microwave; Radiative transfer; Radiometer; Remote sensing; Snow cover; Atmospheric sciences; Atmospheric radiative transfer codes; Microwave radiometer; Sea ice thickness; Sea ice; Meteorology; Cryosphere; Geology; Climatology; Physics; Computer science; Optics; Telecommunications","authors":[{"name":"Ludovic Brucker","is_ca":false},{"name":"Ghislain Picard","is_ca":false},{"name":"Alexandre Roy","is_ca":true},{"name":"Florent Dupont","is_ca":false},{"name":"M. Fily","is_ca":false},{"name":"Alain Royer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0120606089250912,"gpt":0.2159853585367625,"spread":0.2039247496116713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005068467,0.00009010277,0.00009638144,0.00002099585,0.0005269299,0.00003621048,0.0002559684,0.00003327984,0.00001653258],"category_scores_gemma":[0.000389085,0.00004012402,0.0000709371,0.0002066698,0.0005177854,0.00004918215,0.00001889051,0.0001075244,0.000001024653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005871882,"about_ca_system_score_gemma":0.00005425587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003988763,"about_ca_topic_score_gemma":0.0003411261,"domain_scores_codex":[0.9989789,0.0001372029,0.0002085438,0.0001613691,0.0003790405,0.0001349671],"domain_scores_gemma":[0.9973438,0.002214262,0.00008648225,0.0001831581,0.0001362854,0.0000359465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002681903,0.00005323498,0.01280412,0.00001388714,0.00007548559,0.000001229304,0.006730205,0.7637046,0.01225483,0.008715269,0.0004346016,0.1949443],"study_design_scores_gemma":[0.0001104349,0.00002897825,0.03079147,0.00003978806,0.00001289032,0.00000198234,0.0002642886,0.9631292,0.001050747,0.003746892,0.0007684344,0.00005484698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8165122,0.0001006198,0.1613103,0.0171961,0.0009955362,0.0002415276,0.00009150494,0.00001310535,0.003539118],"genre_scores_gemma":[0.9980259,0.00004646306,0.000990283,0.0006844391,0.00005437825,3.724212e-8,0.000005608572,0.000002423675,0.000190465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1994246,"threshold_uncertainty_score":0.4052772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W120341459","doi":"","title":"Anticipated Improvements in Precipitation Physics and Understanding of Water Cycle from GPM Mission","year":2003,"lang":"en","type":"article","venue":"International Geoscience and Remote Sensing Symposium","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Global Precipitation Measurement; Environmental science; Meteorology; Radiometer; Constellation; Context (archaeology); Satellite; Hydrometeorology; Water cycle; Remote sensing; Precipitation; Computer science; Geography; Engineering; Physics; Aerospace engineering","authors":[{"name":"Eric A. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02996284358194838,"gpt":0.246235929124045,"spread":0.2162730855420966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003093354,0.00007521967,0.00009677671,0.0001101735,0.00008901073,0.000061921,0.00005525856,0.00003127157,0.00003287313],"category_scores_gemma":[0.00003785974,0.00005614685,0.00001908188,0.0001252306,0.0000851939,0.0002665983,0.000008638705,0.00004899173,0.000002779381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001091619,"about_ca_system_score_gemma":0.00001430439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431453,"about_ca_topic_score_gemma":0.0004568983,"domain_scores_codex":[0.9991361,0.00005411115,0.0001904298,0.0002108597,0.0002743681,0.0001341558],"domain_scores_gemma":[0.9997277,0.00005428453,0.00006860365,0.00005331199,0.00005099793,0.00004505511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008656715,0.00005145992,0.302131,0.00003495727,0.00008311943,0.00001243197,0.008253148,0.005743991,0.5372668,0.0003269348,0.00001131906,0.1459983],"study_design_scores_gemma":[0.00082119,0.0000751533,0.1287426,0.0001969292,0.00003196573,0.000003862838,0.001047642,0.7985508,0.04360166,0.02658952,0.0001009114,0.0002377555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858499,0.00004490998,0.01194786,0.0002824611,0.0002788186,0.00005789643,0.00000853557,0.000007108056,0.001522465],"genre_scores_gemma":[0.9967613,0.0000676597,0.002980481,0.00005409187,0.00002102706,8.185483e-9,0.00003720233,0.000001655856,0.00007663078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7928069,"threshold_uncertainty_score":0.3675646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123850207","doi":"","title":"KARIN: The Ka-Band Radar Interferometer for the Proposed Surface Water and Ocean Topography (SWOT) Mission","year":2013,"lang":"en","type":"article","venue":"International Geoscience and Remote Sensing Symposium","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ocean surface topography; Mesoscale meteorology; Altimeter; Remote sensing; Geology; Ocean current; SWOT analysis; Radar; Nadir; Meteorology; Sea-surface height; Climatology; Environmental science; Geodesy; Geography; Satellite; Computer science; Aerospace engineering","authors":[{"name":"Daniel Esteban-Fernández","is_ca":false},{"name":"Eva Peral","is_ca":false},{"name":"D. McWatters","is_ca":false},{"name":"Brian D. Pollard","is_ca":false},{"name":"Ernesto Rodríguez","is_ca":false},{"name":"R.C. Hughes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008379753341397417,"gpt":0.2041137006712316,"spread":0.1957339473298342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002968544,0.0001448295,0.0001042426,0.00002788799,0.0006187002,0.0004514119,0.0002863853,0.00004652121,0.00005125187],"category_scores_gemma":[0.00002208081,0.00006084139,0.00005338459,0.0001482555,0.000532044,0.0003175742,0.00003615587,0.000113152,0.000006314509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002404802,"about_ca_system_score_gemma":0.00001947827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563657,"about_ca_topic_score_gemma":0.00007702028,"domain_scores_codex":[0.9989405,0.00003176706,0.0001762812,0.0003092051,0.0002669781,0.0002752162],"domain_scores_gemma":[0.9993681,0.0002383448,0.00005889511,0.000135301,0.0001185956,0.00008080689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003665766,0.00006799288,0.07049379,0.0001890313,0.0003429847,0.00002652673,0.007647049,0.001009507,0.04942758,0.0001827364,0.004997991,0.8652482],"study_design_scores_gemma":[0.001326959,0.0006776685,0.1162529,0.0002885047,0.0001233816,0.0006194046,0.003181709,0.7771832,0.02189141,0.01316196,0.06433877,0.000954191],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721175,0.0004938206,0.004062704,0.02117878,0.0008516539,0.0003704689,0.000008776911,0.00002994767,0.0008863295],"genre_scores_gemma":[0.9937057,0.0003238636,0.003886018,0.0008553138,0.0001218695,2.99914e-8,0.00001285562,0.000004048136,0.001090277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8642941,"threshold_uncertainty_score":0.4758604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346358105","doi":"","title":"The 19 to 89 GHz emissivity response of snow on sea ice to early melt processes: a model study of hemispheric contrasts","year":2012,"lang":"en","type":"article","venue":"International Geoscience and Remote Sensing Symposium","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Snow; Emissivity; Sea ice; Geology; Climatology; Remote sensing; Materials science; Optics; Geomorphology; Physics","authors":[{"name":"Sascha Willmes","is_ca":false},{"name":"Marcel Nicolaus","is_ca":false},{"name":"Christian Haas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01221759419426105,"gpt":0.2498312828470294,"spread":0.2376136886527683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008778732,0.000116055,0.0001421745,0.00006658013,0.0002344419,0.00005181305,0.0002704583,0.00003290131,0.000004637979],"category_scores_gemma":[0.0006208266,0.00007768383,0.00002577635,0.0003077262,0.0001365795,0.000172255,0.00004359645,0.0000904898,0.000006345951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001289091,"about_ca_system_score_gemma":0.00012429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355037,"about_ca_topic_score_gemma":0.0005443472,"domain_scores_codex":[0.9986297,0.00007745891,0.0002407706,0.0002304702,0.0005486824,0.0002729171],"domain_scores_gemma":[0.9986914,0.000607817,0.0001230444,0.0001631158,0.0002123338,0.0002023265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01044985,0.000872725,0.2584823,0.0001737084,0.0002358937,0.00004093291,0.09882733,0.1181463,0.03590327,0.0001348366,0.0003534989,0.4763793],"study_design_scores_gemma":[0.0006536919,0.001438368,0.3095392,0.0002852965,0.00004149323,0.00009461251,0.006068893,0.6779475,0.002724722,0.0002281889,0.0005992666,0.0003788022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897972,0.00001415778,0.00735303,0.001607939,0.0003259049,0.0002334139,0.00002722715,0.000009952898,0.0006312217],"genre_scores_gemma":[0.9957265,0.00001776853,0.003115435,0.0004421726,0.00005440669,8.527422e-8,0.000002187079,0.000003151073,0.0006383017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5598012,"threshold_uncertainty_score":0.5367121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2731093040","doi":"","title":"SLAPex Freeze/Thaw 2015: The First Dedicated Soil Freeze/Thaw Airborne Campaign","year":2016,"lang":"en","type":"article","venue":"International Geoscience and Remote Sensing Symposium","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; University of Guelph; Université de Sherbrooke","funders":"","keywords":"Environmental science; Remote sensing; Radar; Radiometer; Ground truth; Microwave radiometer; Water content; Meteorology; Geology; Engineering; Geography; Computer science; Aerospace engineering; Geotechnical engineering","authors":[{"name":"Edward Kim","is_ca":false},{"name":"Albert Wu","is_ca":false},{"name":"Eugenia DeMarco","is_ca":false},{"name":"Jarrett Powers","is_ca":true},{"name":"Aaron Berg","is_ca":true},{"name":"Tracy Rowlandson","is_ca":true},{"name":"Jacqueline Freeman","is_ca":false},{"name":"Kurt Gottfried","is_ca":false},{"name":"Peter Toose","is_ca":true},{"name":"Alexandre Roy","is_ca":true},{"name":"Chris Derksen","is_ca":true},{"name":"Alain Royer","is_ca":true},{"name":"Stéphane Bélair","is_ca":true},{"name":"Paul R. Houser","is_ca":false},{"name":"Kyle C. McDonald","is_ca":false},{"name":"Jared Entin","is_ca":false},{"name":"Kristen Lewis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00577393054737293,"gpt":0.2142977647223119,"spread":0.2085238341749389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000582917,0.0003130916,0.0002153733,0.0001025992,0.0006848538,0.0001813655,0.0006458216,0.0001587837,0.000113051],"category_scores_gemma":[0.0001287148,0.0001718794,0.0001175478,0.0003743327,0.001604981,0.000397928,0.0004617114,0.0002302964,0.0003650635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525728,"about_ca_system_score_gemma":0.00004167468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689599,"about_ca_topic_score_gemma":0.01300209,"domain_scores_codex":[0.997229,0.00007616389,0.0003909573,0.0007723106,0.0009469127,0.0005845948],"domain_scores_gemma":[0.998763,0.000249958,0.0002099299,0.0005019525,0.0000712362,0.0002039226],"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":[0.0001041265,0.0001068019,0.03202619,0.00001510234,0.00009503453,0.0002299136,0.002097479,0.0003091506,0.2563351,0.000215124,0.03865787,0.6698081],"study_design_scores_gemma":[0.002141172,0.0002763142,0.6244873,0.0008414253,0.0001348606,0.001970015,0.0007419451,0.03306134,0.03683249,0.005115674,0.2927455,0.00165196],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6124078,0.0003069421,0.03146638,0.2056735,0.00864403,0.000699431,0.00004376369,0.0004342743,0.1403238],"genre_scores_gemma":[0.9873186,0.0003510831,0.002359886,0.003062889,0.000519721,1.491425e-7,0.00000616399,0.0000310303,0.006350439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6681561,"threshold_uncertainty_score":0.9896506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}