{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"a0bd42188737","filters":{"venue":"Remote sensing and digital image processing"}},"results":[{"id":"W2570150535","doi":"10.1007/978-3-319-47037-5_15","title":"A Review of Multitemporal Synthetic Aperture Radar (SAR) for Crop Monitoring","year":2016,"lang":"en","type":"review","venue":"Remote sensing and digital image processing","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":140,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Synthetic aperture radar; Remote sensing; Environmental science; Agriculture; Crop; Canopy; Agricultural engineering; Leaf area index; Biomass (ecology); Geography; Agronomy; Engineering; Forestry","authors":[{"name":"Heather McNairn","is_ca":true},{"name":"Jiali Shang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02394695569981973,"gpt":0.3015959650020755,"spread":0.2776490093022557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008502671,0.001001891,0.001214032,0.003020399,0.0002226867,0.0009347408,0.001038217,0.0009312065,0.004751933],"category_scores_gemma":[0.00126865,0.0002748658,0.0005805004,0.003547339,0.0003198704,0.001638543,0.000623648,0.0009085139,0.001610367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480527,"about_ca_system_score_gemma":0.00102501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081321,"about_ca_topic_score_gemma":0.002211183,"domain_scores_codex":[0.9997143,0.00003893134,0.00005033359,0.00006395559,0.0001102578,0.00002226169],"domain_scores_gemma":[0.9993123,0.0003104847,0.0001114358,0.00002241685,0.0002046829,0.00003871992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004503717,0.0000616851,0.0002291086,0.01791939,0.00007179768,0.0001394299,0.00003411093,0.0004436685,0.002619285,0.001616349,0.01819512,0.958625],"study_design_scores_gemma":[0.00001489689,0.0001638906,0.001451285,0.003850473,0.0002100187,0.001096271,0.00007213033,0.0003188415,0.001172555,0.001701726,0.9899071,0.00004086272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001989737,0.9976978,0.0005388805,0.0002095269,0.0002374971,0.000008197657,0.00005411021,0.00001074764,0.001044237],"genre_scores_gemma":[0.0009317576,0.9969963,0.0009358331,0.0001906594,0.0002831348,0.000007068011,0.00006944322,0.000003032356,0.0005828261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004751933,"threshold_uncertainty_score":0.01589674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186415724","doi":"10.1007/978-3-030-56504-6","title":"Polarimetric Synthetic Aperture Radar","year":2021,"lang":"en","type":"book","venue":"Remote sensing and digital image processing","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Synthetic aperture radar; Remote sensing; Polarimetry; Geology; Radar; Inverse synthetic aperture radar; Computer science; Radar imaging; Telecommunications; Optics; Physics","authors":[{"name":"Irena Hajnsek","is_ca":false},{"name":"Yves-Louis Desnos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006440646923450554,"gpt":0.2064128234005435,"spread":0.199972176477093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001856807,0.0010786,0.0005399642,0.001116218,0.0003322838,0.002010245,0.000581337,0.0006984383,0.08612984],"category_scores_gemma":[0.0004517023,0.0003760465,0.0003228644,0.001787613,0.0003038621,0.001395278,0.000910977,0.001130034,0.1064935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002516446,"about_ca_system_score_gemma":0.0003200904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002833002,"about_ca_topic_score_gemma":0.0003995632,"domain_scores_codex":[0.9996747,0.00001925846,0.00000913973,0.00004950749,0.0002350364,0.00001234626],"domain_scores_gemma":[0.9997405,0.00005478491,0.00001231407,0.00003423993,0.0001350697,0.00002313147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004475183,0.00003058228,0.0001065632,0.0004664044,0.00001371224,0.0001135219,0.00004710337,0.003784155,0.01330422,0.02310025,0.3544917,0.6044971],"study_design_scores_gemma":[0.00000282321,0.00001617057,0.000141797,0.00005336108,0.00000242943,0.0002745823,0.0000121161,0.002157753,0.001610817,0.00402081,0.9916984,0.000009050157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001673351,0.04488497,0.2506969,0.001521403,0.008999332,0.0001296122,0.00259135,0.005160942,0.684342],"genre_scores_gemma":[0.008970044,0.02488471,0.04046186,0.0007451094,0.001476079,0.00007103702,0.003317754,0.001135637,0.9189378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08612984,"threshold_uncertainty_score":0.288133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1855948312","doi":"10.1007/978-1-4020-2562-4_19","title":"Land Use and Fires","year":2007,"lang":"en","type":"book-chapter","venue":"Remote sensing and digital image processing","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Radiative forcing; Environmental science; Climate change; Ecological succession; Fire protection; Environmental resource management; Geography; Engineering; Ecology; Civil engineering","authors":[{"name":"Ivan Csiszar","is_ca":false},{"name":"Chris Justice","is_ca":false},{"name":"A. D. McGuire","is_ca":false},{"name":"Mark A. Cochrane","is_ca":false},{"name":"David P. Roy","is_ca":false},{"name":"Francis H. Brown","is_ca":false},{"name":"Susan G. Conard","is_ca":false},{"name":"P. G. H. Frost","is_ca":false},{"name":"Louis Giglio","is_ca":false},{"name":"Christopher D. Elvidge","is_ca":false},{"name":"Mike Flannigan","is_ca":true},{"name":"Eric S. Kasischke","is_ca":false},{"name":"Douglas J. McRae","is_ca":true},{"name":"T. Scott Rupp","is_ca":false},{"name":"B. J. Stocks","is_ca":true},{"name":"David L. Verbyla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01714882564345193,"gpt":0.2251927628037479,"spread":0.208043937160296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422756,0.0006261049,0.0002646647,0.0008043059,0.0004514206,0.0014712,0.0003534484,0.0006640691,0.035534],"category_scores_gemma":[0.000311564,0.0001611729,0.0001348574,0.001322453,0.0009227027,0.001663969,0.000668537,0.0008414469,0.008811255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007004905,"about_ca_system_score_gemma":0.0005466387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004897363,"about_ca_topic_score_gemma":0.01489746,"domain_scores_codex":[0.9999053,0.00001577482,0.000003239214,0.00001882055,0.00004590687,0.00001091003],"domain_scores_gemma":[0.999956,0.00001477108,0.000003824378,0.000007323508,0.00001133829,0.000006745908],"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":[0.00001132252,0.00003713289,0.0005236952,0.0001850747,0.00000939248,0.0001231655,0.000781907,0.0005860311,0.0004052149,0.3743561,0.233925,0.3890559],"study_design_scores_gemma":[9.931232e-7,0.00000531226,0.001009938,0.00009831269,0.00000308722,0.0001365069,0.0002211899,0.0001118816,0.00007161144,0.05386205,0.9444764,0.000002667291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001778391,0.07487075,0.003005224,0.003080253,0.001698929,0.00002784632,0.0002680186,0.00005471521,0.9152158],"genre_scores_gemma":[0.02525592,0.06000284,0.001735857,0.001637236,0.001324777,0.00003870982,0.0003891,0.00005569473,0.9095599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.035534,"threshold_uncertainty_score":0.1188731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243178477","doi":"10.1007/1-4020-3100-9_4","title":"In-Water Instrumentation and Platforms for Ocean Color Remote Sensing Applications","year":2005,"lang":"en","type":"book-chapter","venue":"Remote sensing and digital image processing","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Instrumentation (computer programming); Remote sensing; Environmental science; Ocean color; Computer science; Engineering; Geology; Aerospace engineering; Satellite; Operating system","authors":[{"name":"Michael Twardowski","is_ca":false},{"name":"Marlon R. Lewis","is_ca":true},{"name":"Andrew H. Barnard","is_ca":false},{"name":"J. Ronald V. Zaneveld","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02180219865575892,"gpt":0.2582959340909352,"spread":0.2364937354351762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001912432,0.0006607944,0.0003075612,0.0006384316,0.0003286939,0.0007187537,0.001377593,0.0006734498,0.01764256],"category_scores_gemma":[0.0001979204,0.0003792152,0.000225549,0.001011697,0.0002480685,0.001538202,0.0006524925,0.0006326226,0.007299916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378784,"about_ca_system_score_gemma":0.0003653867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008445176,"about_ca_topic_score_gemma":0.001797703,"domain_scores_codex":[0.9998117,0.00001062269,0.00000495339,0.00002710577,0.0001309787,0.00001463364],"domain_scores_gemma":[0.9998899,0.00001962937,0.000006693702,0.00002119315,0.00005400099,0.000008688811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007394907,0.00007148311,0.0007558885,0.0004366424,0.00001710426,0.0001723421,0.0002052719,0.0015741,0.1671282,0.020659,0.05135779,0.7575482],"study_design_scores_gemma":[0.00001130154,0.00009162375,0.001423687,0.00006782231,0.00003138329,0.0004602149,0.00006694847,0.005114907,0.1056235,0.007456162,0.8796251,0.00002748634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0145821,0.009701279,0.734053,0.0009667309,0.001340346,0.0003045465,0.001524618,0.005986027,0.2315414],"genre_scores_gemma":[0.08844339,0.01324993,0.2860829,0.0007681337,0.0004124369,0.0002747097,0.002814272,0.001510251,0.606444],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01764256,"threshold_uncertainty_score":0.05902022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158163986","doi":"10.1007/978-3-030-56504-6_3","title":"Agriculture and Wetland Applications","year":2021,"lang":"en","type":"book-chapter","venue":"Remote sensing and digital image processing","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Japan Aerospace Exploration Agency; Canadian Space Agency","keywords":"Wetland; Agriculture; Environmental science; Geography; Water resource management; Agroforestry; Archaeology; Ecology; Biology","authors":[{"name":"Juan M. López‐Sánchez","is_ca":false},{"name":"J. David Ballester‐Berman","is_ca":false},{"name":"Fernando Vicente-Guijalba","is_ca":false},{"name":"S.R. Cloude","is_ca":false},{"name":"Heather McNairn","is_ca":true},{"name":"Jiali Shang","is_ca":true},{"name":"Henning Skriver","is_ca":false},{"name":"Thomas Jagdhuber","is_ca":false},{"name":"Irena Hajnsek","is_ca":false},{"name":"Éric Pottier","is_ca":false},{"name":"Cécile Marechal","is_ca":false},{"name":"Laurence Hubert-Moy","is_ca":false},{"name":"Samuel Corgne","is_ca":false},{"name":"Shimon Wdowinski","is_ca":false},{"name":"R. Touzi","is_ca":false},{"name":"Gabriel Hould Gosselin","is_ca":false},{"name":"Robert P. Brooks","is_ca":false},{"name":"Yuki Yamaguchi","is_ca":false},{"name":"Gulab Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0142048306266839,"gpt":0.2050939854398555,"spread":0.1908891548131716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001030674,0.0004767147,0.0002152657,0.0006289746,0.000398943,0.001274091,0.0003701307,0.000479731,0.04459545],"category_scores_gemma":[0.0001500069,0.0001130666,0.0002250214,0.0007864502,0.0001743462,0.0006873299,0.0005455961,0.0003440898,0.01906385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004112039,"about_ca_system_score_gemma":0.0002901088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283752,"about_ca_topic_score_gemma":0.003768377,"domain_scores_codex":[0.9999045,0.000008685293,0.000002958203,0.00002938029,0.00004527988,0.000009117504],"domain_scores_gemma":[0.9999419,0.00001257698,0.000002653176,0.000007499563,0.00002912539,0.00000627561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000620089,0.0000844621,0.0005953477,0.001091281,0.000009477966,0.0005835231,0.0001914039,0.003273979,0.04324464,0.0222895,0.07766983,0.8509047],"study_design_scores_gemma":[0.000003927178,0.00003557819,0.001167339,0.0001135762,0.000006898067,0.0005286193,0.00008214348,0.001411799,0.007733154,0.003227888,0.9856806,0.000008474432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02012819,0.03066444,0.04866586,0.0009643784,0.001410902,0.0002335947,0.001946647,0.001776529,0.8942094],"genre_scores_gemma":[0.07714319,0.03058336,0.04081804,0.0006390138,0.0003456121,0.000116178,0.003672179,0.00038922,0.8462932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04459545,"threshold_uncertainty_score":0.1491867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211110526","doi":"10.1007/978-3-030-56504-6_2","title":"Forest Applications","year":2021,"lang":"en","type":"book-chapter","venue":"Remote sensing and digital image processing","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Natural Resources Canada; Canadian Forest Service","funders":"Wageningen University and Research","keywords":"Polarimetry; Remote sensing; Synthetic aperture radar; Interferometry; Radar; Interferometric synthetic aperture radar; Radar imaging; Computer science; Inversion (geology); Environmental science; Scattering; Geography; Geology; Physics; Optics","authors":[{"name":"K. Papathanassiou","is_ca":false},{"name":"S.R. Cloude","is_ca":true},{"name":"Matteo Pardini","is_ca":false},{"name":"M.J. Quiñones","is_ca":false},{"name":"D.H. Hoekman","is_ca":false},{"name":"Laurent Ferro-Famil","is_ca":false},{"name":"D.G. Goodenough","is_ca":true},{"name":"H. Chen","is_ca":true},{"name":"Stefano Tebaldini","is_ca":false},{"name":"Maxim Neumann","is_ca":true},{"name":"Lars M. H. Ulander","is_ca":true},{"name":"Maciej J. Soja","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008481180868123625,"gpt":0.213331130403305,"spread":0.2048499495351813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002944438,0.0007108882,0.0004091856,0.001430005,0.0008671585,0.00249668,0.0009886172,0.001021376,0.1727399],"category_scores_gemma":[0.0005254115,0.0001758654,0.000403036,0.002046415,0.0002459175,0.001616987,0.001313,0.0008044791,0.1122213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005930623,"about_ca_system_score_gemma":0.0006173868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163628,"about_ca_topic_score_gemma":0.003655833,"domain_scores_codex":[0.9997212,0.00002635282,0.00001334794,0.00006368591,0.0001420408,0.00003334217],"domain_scores_gemma":[0.9997538,0.00004166401,0.00001333969,0.00003653905,0.0001252992,0.00002940184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006878756,0.000052613,0.0003612108,0.0009650635,0.0000111861,0.0003254787,0.0001483716,0.00105709,0.00359374,0.03646362,0.2632535,0.6936994],"study_design_scores_gemma":[0.000002659875,0.000008506171,0.0001501314,0.0001196894,0.000002342072,0.0001930733,0.00002653274,0.0001752661,0.000497215,0.002976319,0.9958442,0.000004019874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002565562,0.02485959,0.01560882,0.00161012,0.001801687,0.0001504547,0.003056034,0.002109423,0.9482383],"genre_scores_gemma":[0.02290176,0.02913545,0.01665813,0.001637096,0.0008776237,0.0001436467,0.006794432,0.0007604209,0.9210914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1727399,"threshold_uncertainty_score":0.5778726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W112263830","doi":"10.1007/1-4020-3968-9_7","title":"AIRBORNE LASER ALTIMETRY FOR PREDICTIVE MODELING OF COASTAL STORM-SURGE FLOODING","year":2006,"lang":"en","type":"book-chapter","venue":"Remote sensing and digital image processing","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada; Nova Scotia Community College","funders":"","keywords":"Storm surge; Flooding (psychology); Environmental science; Surge; Storm; Altimeter; Coastal flood; Geology; Oceanography; Sea level rise; Remote sensing; Geomorphology; Climate change","authors":[{"name":"Tim L. Webster","is_ca":true},{"name":"Donald L. Forbes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01260740745246983,"gpt":0.226161571954753,"spread":0.2135541645022832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001201921,0.0002644685,0.0002561764,0.0002005847,0.0001613142,0.0004513889,0.0005167323,0.0003028206,0.001468584],"category_scores_gemma":[0.0002102374,0.0002764627,0.0002350258,0.0004780457,0.0001575247,0.0005664128,0.0002351585,0.0004602875,0.0004047218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264773,"about_ca_system_score_gemma":0.0003371467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009820151,"about_ca_topic_score_gemma":0.01374194,"domain_scores_codex":[0.9999601,0.000006919729,0.000002001249,0.000006080656,0.00002209685,0.000002814252],"domain_scores_gemma":[0.9999373,0.00002849924,0.000004671116,0.00001079337,0.00001638255,0.000002427539],"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":[0.00001969738,0.00002836223,0.0006796819,0.00003592033,0.00002774435,0.00005143667,0.00005007498,0.8477353,0.004165705,0.007289012,0.004173628,0.1357434],"study_design_scores_gemma":[0.000003617834,0.000007858361,0.0003027612,0.000004585499,0.000005377869,0.00001041676,0.00000744312,0.9912916,0.001027695,0.003623577,0.003711325,0.0000038421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08232094,0.004397186,0.8811179,0.0005751299,0.0002594644,0.00004329118,0.0007300944,0.002617791,0.02793817],"genre_scores_gemma":[0.7600185,0.004446119,0.2121768,0.00007964841,0.000203057,0.0001138119,0.0006789266,0.0002124588,0.02207063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009820151,"threshold_uncertainty_score":0.019526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1945958901","doi":"10.1007/1-4020-3968-9_11","title":"MAPPING OF CORAL REEFS FOR MANAGEMENT OF MARINE PROTECTED AREAS IN DEVELOPING NATIONS USING REMOTE S","year":2006,"lang":"en","type":"book-chapter","venue":"Remote sensing and digital image processing","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":6,"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":"Coral reef; Marine protected area; Reef; Geography; Oceanography; Coral; Coral reef protection; Coral reef organizations; Environmental issues with coral reefs; Fishery; Geology; Ecology; Biology","authors":[{"name":"Candace Newman","is_ca":true},{"name":"E. LeDrew","is_ca":true},{"name":"Alan Lim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02039476405819508,"gpt":0.2331643349936326,"spread":0.2127695709354376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001718305,0.0003397755,0.0001220351,0.0008989156,0.0002464778,0.0008474264,0.0005393323,0.0002701068,0.005896883],"category_scores_gemma":[0.0003161757,0.0001466322,0.0002386766,0.001266873,0.0001734039,0.0005176977,0.000392757,0.0002307004,0.0009860876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003896977,"about_ca_system_score_gemma":0.0006364225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01392123,"about_ca_topic_score_gemma":0.05356636,"domain_scores_codex":[0.9999429,0.000007335735,0.00000268843,0.000009404559,0.00003169625,0.000005940574],"domain_scores_gemma":[0.9999493,0.00001550288,0.000008982805,0.000008101075,0.0000137778,0.000004268877],"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":[0.00001161598,0.0000271268,0.009273255,0.0003192667,0.00001730854,0.0002680083,0.0007146295,0.01116406,0.01285109,0.01927583,0.01855674,0.9275212],"study_design_scores_gemma":[0.00001300356,0.0001145445,0.1579876,0.0008488547,0.00007895668,0.003200051,0.003180873,0.05336882,0.02350832,0.02856845,0.7290528,0.00007773539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1440031,0.01942939,0.3106966,0.002051998,0.000246273,0.0002612095,0.003056985,0.001509814,0.5187447],"genre_scores_gemma":[0.3726619,0.01621046,0.4431025,0.0001898101,0.00005858393,0.000111294,0.00236256,0.000301825,0.165001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01392123,"threshold_uncertainty_score":0.0276804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2569594828","doi":"10.1007/978-3-319-47037-5_19","title":"Multitemporal Remote Sensing of Coastal Waters","year":2016,"lang":"en","type":"book-chapter","venue":"Remote sensing and digital image processing","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Colored dissolved organic matter; Oceanography; Remote sensing; Arctic; Environmental science; Bay; Ocean color; Geography; Satellite; Phytoplankton; Geology; Ecology","authors":[{"name":"Susanne Kratzer","is_ca":false},{"name":"Krista Alikas","is_ca":false},{"name":"E. Thérèse Harvey","is_ca":false},{"name":"José M. Beltrán-Abaunza","is_ca":false},{"name":"Е. Г. Морозов","is_ca":false},{"name":"Sélima Ben Mustapha","is_ca":true},{"name":"Samantha Lavender","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01359117950266633,"gpt":0.2037931407329709,"spread":0.1902019612303045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001138898,0.0003736522,0.0001600857,0.0005786954,0.00007366843,0.0006247298,0.0003923129,0.0002871496,0.004429247],"category_scores_gemma":[0.0001622607,0.0001468844,0.0001700933,0.001039048,0.0001814268,0.0007673816,0.0004568571,0.0003198085,0.001420681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676756,"about_ca_system_score_gemma":0.0002467631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289126,"about_ca_topic_score_gemma":0.003288563,"domain_scores_codex":[0.9999357,0.00000573399,0.000002898085,0.000012465,0.00003986712,0.000003392478],"domain_scores_gemma":[0.999957,0.00001616344,0.000003506576,0.000008666735,0.00001169886,0.000003045056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002044287,0.000020928,0.0003715961,0.0004079044,0.00002404589,0.00006916163,0.00007483028,0.009626816,0.04369107,0.02757748,0.02424907,0.8938667],"study_design_scores_gemma":[0.000008539176,0.00004458618,0.008332223,0.0004042043,0.00003238156,0.0007848695,0.0001686728,0.05347721,0.01968726,0.06617466,0.8508494,0.00003598114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02413151,0.1486767,0.5801274,0.001856653,0.001599965,0.00005970887,0.001811994,0.00151063,0.2402255],"genre_scores_gemma":[0.1606502,0.1418024,0.3969863,0.0009063623,0.00121212,0.00009154969,0.003678718,0.0006867039,0.2939856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004429247,"threshold_uncertainty_score":0.0148173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2571017329","doi":"10.1007/978-3-319-47037-5_16","title":"An Approach for Determining Relationships Between Disturbance and Habitat Selection Using Bi-weekly Synthetic Images and Telemetry Data","year":2016,"lang":"en","type":"book-chapter","venue":"Remote sensing and digital image processing","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Ministry of Agriculture and Forestry; University of British Columbia; Canadian Forest Service; Natural Resources Canada; Carleton University","funders":"","keywords":"Disturbance (geology); Wildlife; Telemetry; Geography; Probabilistic logic; Temporal resolution; Environmental science; Grizzly Bears; Habitat; Cartography; Temporal scales; Remote sensing; Ursus; Environmental resource management; Ecology; Computer science; Artificial intelligence","authors":[{"name":"Nicholas Brown","is_ca":true},{"name":"Trisalyn Nelson","is_ca":false},{"name":"Michael A. Wulder","is_ca":true},{"name":"Nicholas C. Coops","is_ca":true},{"name":"Thomas Hilker","is_ca":false},{"name":"Christopher W. Bater","is_ca":true},{"name":"Rachel Gaulton","is_ca":false},{"name":"Gordon B. Stenhouse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04978534262285288,"gpt":0.2645282520004776,"spread":0.2147429093776247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254306,0.0004609129,0.000308041,0.001995593,0.0003692563,0.0007586241,0.000724776,0.0003638553,0.001307631],"category_scores_gemma":[0.002596508,0.0003438504,0.0005207942,0.001790071,0.0002017649,0.0005318702,0.0005772884,0.0004084827,0.0003337977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004276313,"about_ca_system_score_gemma":0.0005518823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087696,"about_ca_topic_score_gemma":0.02287853,"domain_scores_codex":[0.9995739,0.0001198192,0.00002521636,0.000146086,0.0001152925,0.00001958559],"domain_scores_gemma":[0.9990132,0.0005986223,0.00008373113,0.0001112668,0.0001637979,0.00002946668],"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":[0.0002158232,0.0004956216,0.180385,0.0001347124,0.0008782486,0.0002019596,0.0005601419,0.06698529,0.01615764,0.007345761,0.003288618,0.7233511],"study_design_scores_gemma":[0.00003713757,0.0002418316,0.1590835,0.00002739789,0.0001823947,0.0005847217,0.0005318687,0.8153357,0.00390818,0.01331392,0.006672076,0.00008127859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.15937,0.0002236718,0.8355951,0.0001234671,0.0000400294,0.0001471871,0.0009081337,0.0005724825,0.003019931],"genre_scores_gemma":[0.3232906,0.0001698734,0.6710586,0.00005072874,0.00002088814,0.0002491107,0.001163461,0.00006769224,0.00392906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01087696,"threshold_uncertainty_score":0.02162731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}