{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"5d904785f938","filters":{"venue":"Ocean Science Journal"}},"results":[{"id":"W2089063744","doi":"10.1007/s12601-014-0027-4","title":"Integrative assessment of sediment quality in terms of chemical contamination in Jinhae Bay, South Korea","year":2014,"lang":"en","type":"article","venue":"Ocean Science Journal","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Ocean Sciences; National Research Council Canada; Korea Institute of Ocean Science and Technology; Korea Institute of Science and Technology","keywords":"Sediment; Bay; Pollutant; Environmental science; Contamination; Water quality; Hydrology (agriculture); Geology; Oceanography; Ecology; Geomorphology","authors":[{"name":"Sang Hee Hong","is_ca":false},{"name":"Gi Myung Han","is_ca":false},{"name":"Un Hyuk Yim","is_ca":false},{"name":"Dhongil Lim","is_ca":false},{"name":"Sung Yong Ha","is_ca":false},{"name":"Nam Sook Kim","is_ca":false},{"name":"Won Joon Shim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01483508584865571,"gpt":0.31502889064605,"spread":0.3001938047973943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004900974,0.0004961733,0.0005110918,0.002028662,0.0005844432,0.0009945214,0.0004203826,0.0003704982,0.0003342617],"category_scores_gemma":[0.0002975831,0.0002854809,0.0005633332,0.002000931,0.000368519,0.000546899,0.001129712,0.0002116552,0.00007615628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006980161,"about_ca_system_score_gemma":0.00116504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03482911,"about_ca_topic_score_gemma":0.07978858,"domain_scores_codex":[0.9997258,0.00003641675,0.00005442634,0.00008693166,0.00005709502,0.00003934227],"domain_scores_gemma":[0.9996717,0.00002001121,0.0001016624,0.00001991681,0.0001447175,0.00004207656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002005552,0.0001078314,0.9629759,0.0001560088,0.0003574294,0.0004034052,0.001293169,0.001415854,0.01677714,0.0001000632,0.0001417183,0.01607097],"study_design_scores_gemma":[0.000006355638,0.000113253,0.9924954,0.00001867709,0.0002319657,0.0001445112,0.002861089,0.002475749,0.001129416,0.00007955203,0.0004288804,0.00001519842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992805,0.0000805274,0.0002086974,0.00001857403,0.000001405759,0.000009383016,0.000138644,0.000004368787,0.0002578647],"genre_scores_gemma":[0.9990523,0.0001005931,0.0004668976,0.00001487402,0.000001393728,0.000006249736,0.0001735371,0.000002417617,0.0001817478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03482911,"threshold_uncertainty_score":0.06925279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594700253","doi":"10.1007/s12601-017-0017-4","title":"Biomonitoring of trace metals using transplanted mussels, Mytilus galloprovincialis, in coastal areas around Ulsan and Onsan Bays, Korea","year":2017,"lang":"en","type":"article","venue":"Ocean Science Journal","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Council Canada","keywords":"Biomonitoring; Mytilus; Environmental chemistry; Bay; Environmental science; Enrichment factor; Trace metal; Seawater; Mussel; Contamination; Estuary; Particulates; Metal; Oceanography; Chemistry; Fishery; Heavy metals; Geology; Ecology; Biology","authors":[{"name":"Chan-Kook Kim","is_ca":false},{"name":"Man‐Sik Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03076932707662773,"gpt":0.2976861994313576,"spread":0.2669168723547299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000133498,0.0003822627,0.0002014464,0.0004129065,0.0004327371,0.000408746,0.0002370363,0.0003488115,0.0002190021],"category_scores_gemma":[0.0001655838,0.0002190622,0.0002536766,0.0002890561,0.0002444336,0.0003266792,0.000298727,0.0002025726,0.00007537325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003549862,"about_ca_system_score_gemma":0.0003704249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01589815,"about_ca_topic_score_gemma":0.05158509,"domain_scores_codex":[0.9998701,0.0000122743,0.00001211766,0.00006241881,0.00002784732,0.00001517091],"domain_scores_gemma":[0.999843,0.00001092524,0.00005268369,0.000008732014,0.00006047379,0.00002420211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004568797,0.0001430099,0.5189809,0.000109088,0.00008475607,0.0004092324,0.001542927,0.0009275102,0.4703261,0.00003641727,0.00007016702,0.006913019],"study_design_scores_gemma":[0.00002325331,0.0007068866,0.9551594,0.00001285336,0.0001417548,0.0003493877,0.002776386,0.00193697,0.03820239,0.0000434967,0.0006273212,0.00002004014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998185,0.00001409499,0.00007034433,0.000003814754,0.000001036578,0.000001958896,0.0000260503,0.000002180564,0.00006192154],"genre_scores_gemma":[0.9992835,0.00004368152,0.0002420223,0.00001182559,8.579507e-7,0.000005274585,0.0000470775,0.000001790529,0.0003640549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01589815,"threshold_uncertainty_score":0.0316112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059463410","doi":"10.1007/s12601-009-0006-3","title":"Contrast in life histories of exploited fishes and ecosystem structures in coastal waters off west Canada and east Korea","year":2009,"lang":"en","type":"article","venue":"Ocean Science Journal","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Demersal zone; Fishery; Geography; Oceanography; Pelagic zone; Fishing; Ecosystem; Upwelling; Marine ecosystem; Demersal fish; Ecology; Geology; Biology","authors":[{"name":"Gordon A. McFarlane","is_ca":true},{"name":"Chang Ik Zhang","is_ca":false},{"name":"Jacquelynne R. King","is_ca":true},{"name":"Suam Kim","is_ca":false},{"name":"Richard J. Beamish","is_ca":true},{"name":"Jae Ho Oh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008756927360954882,"gpt":0.2027698494329975,"spread":0.1940129220720426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001664444,0.0001461314,0.0001859022,0.001247355,0.001048469,0.0006967437,0.0004439183,0.0003090108,0.001550776],"category_scores_gemma":[0.0006800172,0.0002156622,0.000236835,0.001458656,0.0007853635,0.0003782988,0.0007758888,0.000300058,0.0001405203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002863201,"about_ca_system_score_gemma":0.002067597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6009403,"about_ca_topic_score_gemma":0.8669845,"domain_scores_codex":[0.9998606,0.00001009593,0.000009519044,0.00003735892,0.00001831442,0.00006401426],"domain_scores_gemma":[0.9992816,0.00007229873,0.0001404693,0.00002468762,0.0001854744,0.0002954917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148901,0.00001529459,0.994422,0.00001020839,0.00003802167,0.0001199033,0.001637274,0.00007529778,0.001875864,0.00008999631,0.00008011884,0.001487148],"study_design_scores_gemma":[6.636637e-7,0.000004453233,0.9986852,0.000001570449,0.000002845594,0.00002179368,0.001174484,0.00002580348,0.00002009648,0.000008015722,0.00005307817,0.000002107348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995984,0.00003473415,0.000005854991,0.000009888042,4.433626e-7,0.000001068091,0.0001123943,3.646998e-7,0.0002369247],"genre_scores_gemma":[0.9994959,0.00004120774,0.00001768699,0.000008507022,4.414418e-7,0.000001530011,0.0001786993,9.015088e-7,0.0002551073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3990597,"threshold_uncertainty_score":0.8028197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080573121","doi":"10.1007/s12601-011-0005-z","title":"Concentrations of trace metals in the tissues of long-beaked common dolphins (Delphinus capensis) in the East Sea, Korea","year":2011,"lang":"en","type":"article","venue":"Ocean Science Journal","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Council Canada; National Fisheries Research and Development Institute","keywords":"Trace metal; Beaked whale; Biology; Kidney; Trace element; Environmental chemistry; Chemistry; Anatomy; Zoology; Fishery; Metal; Endocrinology; Whale","authors":[{"name":"Seong‐Gil Kim","is_ca":false},{"name":"Seong-Soo Kim","is_ca":false},{"name":"Hee‐Gu Choi","is_ca":false},{"name":"Yong‐Rock An","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0643467414713277,"gpt":0.3047966980640207,"spread":0.240449956592693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005330369,0.0003102237,0.0001751133,0.0005193348,0.0003910234,0.0003325446,0.0001849467,0.0003333623,0.0006455071],"category_scores_gemma":[0.00009572175,0.000231911,0.0001281666,0.0002379559,0.0003253772,0.0002523784,0.0001945102,0.0002783168,0.0001188402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000389607,"about_ca_system_score_gemma":0.0003334863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01710861,"about_ca_topic_score_gemma":0.03797429,"domain_scores_codex":[0.9999576,0.000002088939,0.000002901854,0.00001891114,0.000006980957,0.00001158122],"domain_scores_gemma":[0.9999194,0.000006951281,0.00002025113,0.000003222928,0.00002438016,0.00002567466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00280781,0.0001738951,0.3732158,0.0001966422,0.0001310625,0.0008705148,0.001530258,0.0003075029,0.6127865,0.0001290443,0.0002076892,0.007643356],"study_design_scores_gemma":[0.00002411666,0.0004769232,0.9739524,0.00001273263,0.00009854873,0.000656673,0.002125862,0.0003121501,0.02143556,0.00007187934,0.0008183108,0.00001488834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995982,0.00008979363,0.00003013869,0.000008548176,0.00000209198,0.000001563366,0.00008703122,9.596615e-7,0.0001817616],"genre_scores_gemma":[0.9982439,0.0001454192,0.00008905429,0.00003267889,0.000001926693,0.000006477888,0.0001655415,0.000001807519,0.001313271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710861,"threshold_uncertainty_score":0.0340181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057511616","doi":"10.1007/s12601-014-0019-4","title":"Characterization of bacterial communities associated with seasonal water masses from Tongyoung in South Sea of Korea","year":2014,"lang":"en","type":"article","venue":"Ocean Science Journal","topic":"Microbial Community Ecology and Physiology","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":"Institute of Aging","funders":"Division of Ocean Sciences; Ministry of Food and Drug Safety","keywords":"Seawater; Proteobacteria; Biology; Pseudoalteromonas; Vibrio; Pyrosequencing; Species evenness; Bacteria; Diversity index; Ecology; Bacteroidetes; Phylum; Pathogenic bacteria; Ecosystem; Marine bacteriophage; Zoology; 16S ribosomal RNA; Species richness; Genetics","authors":[{"name":"Sung‐Suk Suh","is_ca":false},{"name":"Mirye Park","is_ca":false},{"name":"Jinik Hwang","is_ca":false},{"name":"Sukchan Lee","is_ca":false},{"name":"Sang Hyun Moh","is_ca":true},{"name":"Ki Hwan Park","is_ca":false},{"name":"Taek‐Kyun Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009933108973820267,"gpt":0.2011075160694005,"spread":0.1911744070955802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001475384,0.0005282555,0.000407073,0.001189776,0.0007645444,0.0005369736,0.0002637229,0.0003295446,0.0004061762],"category_scores_gemma":[0.0001701931,0.0003345451,0.0003594415,0.001209632,0.0003925203,0.0005068473,0.0008038695,0.0001952176,0.0001271073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032896,"about_ca_system_score_gemma":0.0006576991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01840822,"about_ca_topic_score_gemma":0.03449381,"domain_scores_codex":[0.9998792,0.000006450396,0.00001873133,0.00004384182,0.00001962578,0.00003208877],"domain_scores_gemma":[0.9997978,0.00001227304,0.00005835784,0.0000077016,0.00005715972,0.00006669317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001539861,0.0000421291,0.8813363,0.00008802508,0.00005157523,0.0004545111,0.001926461,0.0001444566,0.1115241,0.0000301613,0.0000763374,0.004171998],"study_design_scores_gemma":[0.00000403619,0.0000674616,0.9942986,0.000008452107,0.00004269362,0.0002078931,0.003043213,0.0002480694,0.001614016,0.0000149928,0.0004417511,0.000008804682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996645,0.00005585283,0.0000580746,0.000008116806,0.000002549076,0.0000040611,0.0001127889,0.000001141438,0.00009294324],"genre_scores_gemma":[0.9989421,0.0001041324,0.0002574339,0.0000379589,0.00000533536,0.00001032237,0.0003629354,0.000002675192,0.000277092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01840822,"threshold_uncertainty_score":0.03660214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073582415","doi":"10.1007/s12601-014-0020-y","title":"Stock identification and life history interpretation using trace element signatures in salmon otoliths","year":2014,"lang":"en","type":"article","venue":"Ocean Science Journal","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kintama (Canada); University of Victoria","funders":"","keywords":"Otolith; Oncorhynchus; Fish migration; Oceanography; Fishery; Trace element; Estuary; Environmental science; Geology; Biology; Fish <Actinopterygii>; Geochemistry","authors":[{"name":"Sukyung Kang","is_ca":false},{"name":"Suam Kim","is_ca":false},{"name":"Kevin Telmer","is_ca":true},{"name":"David W. Welch","is_ca":true},{"name":"Youn‐Ho Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02027445634913124,"gpt":0.2747470860786676,"spread":0.2544726297295364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003343178,0.0002424371,0.0001441691,0.00125885,0.0002142907,0.0005858369,0.0002312717,0.00030243,0.0008490033],"category_scores_gemma":[0.0009681992,0.0001512927,0.0002100384,0.0005555649,0.0001581001,0.0003730441,0.0003790216,0.0001350438,0.0003325057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156601,"about_ca_system_score_gemma":0.0002377155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007789981,"about_ca_topic_score_gemma":0.01730596,"domain_scores_codex":[0.9999242,0.00001100661,0.00000868751,0.00002687232,0.00001571856,0.00001350877],"domain_scores_gemma":[0.9995845,0.00009834454,0.0001023539,0.00002557214,0.0001489909,0.00004023608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002841363,0.00003235466,0.8787834,0.00002800885,0.00007220625,0.00008845951,0.0001661887,0.0007210926,0.07183324,0.0000881185,0.0001152366,0.0477877],"study_design_scores_gemma":[0.000006504815,0.0000878744,0.9794531,0.00001245816,0.00005372828,0.0001970165,0.000330041,0.008710958,0.01067358,0.0001330315,0.0003276599,0.00001393905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961646,0.000126689,0.002728503,0.00001539006,0.000006519956,0.000005130801,0.0002435881,0.00002744206,0.0006821507],"genre_scores_gemma":[0.9957058,0.00007984042,0.003214183,0.000009077193,0.000004265811,0.000003930164,0.0002211557,0.00001255622,0.0007491867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007789981,"threshold_uncertainty_score":0.01548928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387527496","doi":"10.1007/s12601-023-00123-0","title":"Distribution and Abundance of Intertidal Sponge (Porifera) Communities in Coral Reefs of Singapore","year":2023,"lang":"en","type":"article","venue":"Ocean Science Journal","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Parks Board - Singapore; National University of Singapore","keywords":"Species richness; Sponge; Coral reef; Ecology; Intertidal zone; Abundance (ecology); Benthic zone; Belt transect; Marine protected area; Reef; Geography; Coral; Transect; Community structure; Biology; Habitat","authors":[{"name":"Shu Feng Lim","is_ca":false},{"name":"Lik Tong Tan","is_ca":false},{"name":"Beverly Pi Lee Goh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01606749653294846,"gpt":0.2771637665211357,"spread":0.2610962699881872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001962929,0.0002158644,0.0001753133,0.00109241,0.0003253158,0.0004300649,0.0001813399,0.0001431594,0.001030353],"category_scores_gemma":[0.0003292625,0.000162596,0.0002382696,0.0008957884,0.0003186933,0.0002441145,0.0006146338,0.0001228761,0.0001865368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003152568,"about_ca_system_score_gemma":0.0003806322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.013768,"about_ca_topic_score_gemma":0.0328764,"domain_scores_codex":[0.9998301,0.00003186771,0.0000370318,0.00003927282,0.00003560053,0.0000260389],"domain_scores_gemma":[0.999375,0.00005138516,0.0003143154,0.00002915089,0.0000918841,0.0001382837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004121758,0.00001016036,0.9928622,0.0000417921,0.00003442855,0.0002370922,0.0005433707,0.00004016888,0.003569035,0.00001875858,0.00005943107,0.002542362],"study_design_scores_gemma":[0.00000124616,0.00003302,0.9988415,0.000003952759,0.000005823426,0.0001526553,0.0006213482,0.000105845,0.000135871,0.000004035751,0.00009212065,0.000002694971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994807,0.0000300569,0.00002501966,0.000008089267,6.311133e-7,0.000002642258,0.000172498,0.000001912123,0.0002785713],"genre_scores_gemma":[0.9995874,0.00003461142,0.00006010426,0.000006897743,6.526744e-7,0.000005461759,0.0001760461,6.278331e-7,0.0001283902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013768,"threshold_uncertainty_score":0.02737576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401848599","doi":"10.1007/s12601-024-00163-0","title":"Predicting Underwater Photosynthetically Active Radiation (PAR) Using Random Forests in the São Sebastião Channel, Brazil","year":2024,"lang":"en","type":"article","venue":"Ocean Science Journal","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ocean Networks Canada Society; University of Victoria","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Photosynthetically active radiation; Underwater; Channel (broadcasting); Forestry; Geology; Environmental science; Remote sensing; Oceanography; Geography; Photosynthesis; Botany; Biology; Engineering; Telecommunications","authors":[{"name":"Herminio Foloni-Neto","is_ca":true},{"name":"Áurea Maria Ciotti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02807123508542706,"gpt":0.2951690704494072,"spread":0.2670978353639801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000464052,0.0004842067,0.0003783231,0.0004803595,0.0003631941,0.000670126,0.0004401332,0.0003643835,0.0003489807],"category_scores_gemma":[0.001545568,0.000211084,0.0005943567,0.0004899923,0.0003056413,0.0004791682,0.000299525,0.0002076733,0.0000869313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000831348,"about_ca_system_score_gemma":0.001074503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.300349,"about_ca_topic_score_gemma":0.3517342,"domain_scores_codex":[0.9998543,0.00002799728,0.000008150658,0.00004732625,0.0000168944,0.00004527485],"domain_scores_gemma":[0.9996044,0.0001854844,0.00004155684,0.00002379019,0.0001076575,0.00003720828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001908819,0.0002296427,0.8142695,0.00007002497,0.0002326292,0.0004805795,0.0003140845,0.1477818,0.005339386,0.0006482588,0.0006647765,0.0297785],"study_design_scores_gemma":[0.00002976088,0.00003765164,0.3601248,0.00003217587,0.00008132127,0.00007138392,0.0005085493,0.6372823,0.0008741792,0.0004324809,0.0004963038,0.00002922486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985107,0.00007946187,0.0008321631,0.00005197573,0.000004380292,0.000004484685,0.0001607169,0.00002775676,0.0003283808],"genre_scores_gemma":[0.9991109,0.00004214856,0.0005676849,0.000004348913,0.000002188179,0.000002927392,0.0001677925,0.000006233505,0.00009582676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.300349,"threshold_uncertainty_score":0.5972015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3181472270","doi":"10.1007/s12601-021-00030-2","title":"Comment on Gazi et al. (2020): Detecting Coral Reef Degradation on St. Martin’s Island, Bangladesh?","year":2021,"lang":"en","type":"article","venue":"Ocean Science Journal","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"3v Geomatics (Canada)","funders":"","keywords":"Coral reef; Reef; Coral; Fringing reef; Geography; Coral reef protection; Coral reef organizations; Atoll; Oceanography; Marine protected area; Environmental issues with coral reefs; Geology; Fishery; Ecology; Habitat","authors":[{"name":"T. Tomascik","is_ca":true},{"name":"M. Shah Nawaz Chowdhury","is_ca":false},{"name":"Tom W. Bell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01572092446029018,"gpt":0.2546158172998647,"spread":0.2388948928395745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007626001,0.001014322,0.001042509,0.0009657328,0.004507321,0.002850067,0.00437691,0.05287815,0.01096903],"category_scores_gemma":[0.03718676,0.0009923083,0.001292174,0.001326666,0.003369058,0.003163449,0.002249891,0.03375708,0.009522706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003375517,"about_ca_system_score_gemma":0.007098401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06815507,"about_ca_topic_score_gemma":0.08341406,"domain_scores_codex":[0.9965114,0.0008486039,0.0005441644,0.0005300308,0.001144293,0.0004214143],"domain_scores_gemma":[0.9745182,0.01345301,0.001376267,0.0005569053,0.006522016,0.003573596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006277151,0.00001107423,0.0008797447,0.00007136113,0.00001107923,0.000234633,0.0001300617,0.00002954976,0.0001849959,0.0004460949,0.9949744,0.002964214],"study_design_scores_gemma":[0.0001819761,0.0001301179,0.009176604,0.0005765462,0.00009303326,0.000967266,0.002130728,0.000350826,0.001093239,0.004132103,0.9809681,0.0001995246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005476698,0.0007600951,0.0001132958,0.9815304,0.01499904,0.00002684096,0.0005250367,0.00006638661,0.001431216],"genre_scores_gemma":[0.002151463,0.0004027626,0.0001516882,0.9881111,0.00701185,0.00004499243,0.00009368353,0.00001970324,0.002012765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06815507,"threshold_uncertainty_score":0.1355167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}