{"meta":{"query_hash":"5d904785f938","filters":{"venue":"Ocean Science Journal"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5d904785f938","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ocean+Science+Journal"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009933108973820267,"score_gpt":0.2011075160694005,"score_spread":0.19117440709558023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057511616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991965,6.221579e-7,0.000058651836,0.00004333817,0.00010691703,0.00004282842,0.000028460065,0.000003713368,0.00051895645],"genre_scores_gemma":[0.99964553,0.0000029030648,0.00016240176,0.000055150904,0.000024136038,1.9458633e-7,0.00008482195,0.00000437794,0.000020497313],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99890935,0.00031171733,0.0002408512,0.00008700372,0.00021728169,0.00023378218],"domain_scores_gemma":[0.9994293,0.00008354059,0.00022835628,0.00016097906,0.000041979216,0.000055841156],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011608037,0.000083094,0.00019622663,0.000071850714,0.00022902916,0.000029348314,0.00053357,0.000054338827,0.002979016],"category_scores_gemma":[0.000051990395,0.000057596288,0.000025660998,0.00020572681,0.0011412258,0.00041148954,0.00020041547,0.00024951383,0.000007844204],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006247243,0.00006314578,0.43069237,0.0000013172782,0.000005220925,5.5285614e-7,0.0051261946,0.00015102205,0.563802,0.00000887595,0.000015330195,0.00007149251],"study_design_scores_gemma":[0.00046318365,0.00021221362,0.94128525,0.000046775076,0.000009027507,0.000007295202,0.0006069268,0.00062283117,0.05626478,0.0003045551,0.00008042463,0.00009674077],"about_ca_topic_score_codex":0.0001929408,"about_ca_topic_score_gemma":0.0010549123,"teacher_disagreement_score":0.5105929,"about_ca_system_score_codex":0.0000718628,"about_ca_system_score_gemma":0.000046292113,"threshold_uncertainty_score":0.9979324},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008756927360954882,"score_gpt":0.2027698494329975,"score_spread":0.19401292207204263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059463410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99532855,0.000014447637,0.0000020205741,0.00067125895,0.00006164982,0.00006195822,0.0000075247603,0.0000019509948,0.0038506375],"genre_scores_gemma":[0.9996947,0.00003872904,0.00009848771,0.000083229614,0.000015050721,2.3906716e-7,5.278201e-7,0.0000027125539,0.000066342436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986328,0.000033471217,0.00026405757,0.00018895937,0.0005562027,0.00032450035],"domain_scores_gemma":[0.9995409,0.00002374227,0.00008025143,0.000082828985,0.000017618877,0.0002546095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055540417,0.00008934516,0.00016516836,0.00010898194,0.00013780156,0.00010196225,0.0002428698,0.000023402265,0.00018889393],"category_scores_gemma":[0.00014011796,0.000069803566,0.000009746128,0.00035382775,0.00049426657,0.00047702104,0.00011530024,0.00018589466,1.3158349e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030821004,0.000012853881,0.9884951,0.000005023683,9.002714e-7,0.00004245822,0.00090356113,0.000055484168,0.0012571504,0.000021985581,0.00035980818,0.008814837],"study_design_scores_gemma":[0.00038877843,0.000100580844,0.9937695,0.000012000925,0.0000011915178,0.00011767295,0.0028761728,0.0007287429,0.00018905013,0.00008190347,0.0016358452,0.00009851518],"about_ca_topic_score_codex":0.06713235,"about_ca_topic_score_gemma":0.5128863,"teacher_disagreement_score":0.4457539,"about_ca_system_score_codex":0.00025363252,"about_ca_system_score_gemma":0.00024206481,"threshold_uncertainty_score":0.9390797},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.020274456349131244,"score_gpt":0.2747470860786676,"score_spread":0.2544726297295364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073582415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98270065,0.000037586877,0.0034556207,0.00020501472,0.00015485288,0.0001013129,2.0897164e-7,0.0000057640705,0.0133389905],"genre_scores_gemma":[0.9984701,0.000019146422,0.0008965308,0.00013348539,0.00003766096,7.742044e-7,1.9157056e-7,0.0000044514504,0.00043762795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858993,0.000069793874,0.00023779013,0.00022661858,0.00061855756,0.00025728723],"domain_scores_gemma":[0.9995284,0.00002476372,0.000120505814,0.00011887004,0.000022607508,0.0001848381],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021503777,0.00006677155,0.000077342826,0.00014334165,0.00019664154,0.00014778624,0.0002966302,0.000027284317,0.0009981723],"category_scores_gemma":[0.000276305,0.000059971677,0.000017472199,0.00026451168,0.00041690216,0.00091266265,0.00013286827,0.00023875658,0.000005865594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008153071,0.00011704431,0.7689858,0.000017053731,0.0000038645526,0.0000099589815,0.004468576,0.005112279,0.061363414,0.00017120277,0.004900962,0.15476833],"study_design_scores_gemma":[0.0003171432,0.000120531266,0.55110717,0.000016141354,0.000005011815,0.000034154345,0.0005016103,0.4320246,0.0005487816,0.00056145794,0.014580472,0.00018293833],"about_ca_topic_score_codex":0.00009722476,"about_ca_topic_score_gemma":0.000033348155,"teacher_disagreement_score":0.4269123,"about_ca_system_score_codex":0.00069343694,"about_ca_system_score_gemma":0.000075932425,"threshold_uncertainty_score":0.99991506},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.0643467414713277,"score_gpt":0.3047966980640207,"score_spread":0.24044995659269303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080573121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990065,0.0001300809,0.000047331574,0.00069896074,0.000071832495,0.00016833293,0.0000051332263,0.0000021833066,0.00881115],"genre_scores_gemma":[0.9995171,0.000071586255,0.00020430658,0.00015622807,0.00001646324,0.0000011881357,4.0063867e-7,0.0000026624446,0.000030071104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818355,0.0001845545,0.00043731302,0.00012868097,0.0008014717,0.00026440868],"domain_scores_gemma":[0.99929774,0.00010431098,0.00027539433,0.00022271195,0.000034634162,0.000065186876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003404,0.00009451639,0.0001866052,0.00008685977,0.00025843453,0.00004770219,0.0008253092,0.000022129629,0.00033219592],"category_scores_gemma":[0.00015346927,0.00005042868,0.000053624786,0.0009483027,0.0014671911,0.0006182184,0.000060482045,0.0002106103,0.000010145963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021884367,0.00030644232,0.8443682,0.000005500738,0.0000092661185,0.00003709185,0.14202061,0.00032618202,0.008040543,0.0006846072,0.001003106,0.0031765592],"study_design_scores_gemma":[0.00024231263,0.00008876291,0.9704789,0.000028280028,0.000016471002,0.00016210298,0.021421393,0.00016531887,0.0065471213,0.00063221436,0.00014215353,0.00007496724],"about_ca_topic_score_codex":0.00045508065,"about_ca_topic_score_gemma":0.0011918762,"teacher_disagreement_score":0.1261107,"about_ca_system_score_codex":0.00004785103,"about_ca_system_score_gemma":0.00005334888,"threshold_uncertainty_score":0.5405927},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.014835085848655711,"score_gpt":0.31502889064605,"score_spread":0.30019380479739427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089063744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98975945,0.00000211662,0.0021003927,0.000120543904,0.000100760786,0.00014060552,0.0000023195237,0.0000025435666,0.0077712783],"genre_scores_gemma":[0.993835,0.000005418333,0.0060627977,0.000045851808,0.000015414176,0.0000018027707,6.3272023e-7,0.000005010161,0.000028126837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970958,0.00023472453,0.0007854382,0.00030155605,0.001264487,0.00031796045],"domain_scores_gemma":[0.99905187,0.00010205903,0.0004551363,0.00023524938,0.000014122781,0.0001415524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073948563,0.00012831273,0.00030209665,0.00017185613,0.000045221594,0.000020497248,0.00053585955,0.0000503915,0.00030630964],"category_scores_gemma":[0.0003862429,0.00009846499,0.000056658595,0.0005394652,0.0012280502,0.00043057176,0.00022882609,0.00032812206,0.0000063109983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000093879,0.00023809701,0.8114211,0.0000050309145,0.0000017425032,0.0000017491096,0.0022440841,0.0009137628,0.18007755,0.00035211418,0.000013989198,0.0047213775],"study_design_scores_gemma":[0.00053787354,0.00012633936,0.89056325,0.00006520256,0.0000032815433,0.000008292124,0.0006974339,0.00515631,0.10171135,0.0009933226,0.00003042303,0.00010691092],"about_ca_topic_score_codex":0.000057959187,"about_ca_topic_score_gemma":0.00003146528,"teacher_disagreement_score":0.07914215,"about_ca_system_score_codex":0.0009909497,"about_ca_system_score_gemma":0.000054712236,"threshold_uncertainty_score":0.4524802},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.030769327076627728,"score_gpt":0.2976861994313576,"score_spread":0.2669168723547299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594700253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99723893,0.00007826911,0.0005812715,0.00011795005,0.00041032367,0.0001645333,0.000015775913,0.000008210868,0.001384759],"genre_scores_gemma":[0.9943799,0.00020804125,0.005240629,0.00001576691,0.00009822204,6.4263537e-7,4.4333137e-7,0.000016977836,0.000039388553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969798,0.0000927806,0.0005760397,0.0004861053,0.0012181458,0.0006471301],"domain_scores_gemma":[0.99852705,0.000046684152,0.00049973343,0.0005019394,0.000015610787,0.0004090114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033927732,0.00023122513,0.00035747833,0.00020070824,0.0010922373,0.00037510885,0.0010949564,0.00007740742,0.00012833664],"category_scores_gemma":[0.0002338819,0.00020242798,0.00007750205,0.00028862967,0.0027018008,0.0018771514,0.0003160151,0.00035592465,0.0000066734588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034459463,0.00015089572,0.5456481,0.000014714489,0.000011459565,0.00014740467,0.0011436024,0.0012755144,0.4449805,0.000015337626,0.000011150747,0.0065668854],"study_design_scores_gemma":[0.0007840469,0.000112440604,0.9254601,0.0001960591,0.000049205883,0.00087113754,0.00095607113,0.0053978185,0.065316275,0.0002188016,0.0002854018,0.00035261936],"about_ca_topic_score_codex":0.0007700446,"about_ca_topic_score_gemma":0.00029008643,"teacher_disagreement_score":0.37981203,"about_ca_system_score_codex":0.00038060363,"about_ca_system_score_gemma":0.00012927639,"threshold_uncertainty_score":0.9954898},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.015720924460290178,"score_gpt":0.25461581729986466,"score_spread":0.2388948928395745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181472270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9415443,0.000023397648,0.00018425606,0.04180182,0.0009362646,0.000109854744,0.0000068142062,0.000027329088,0.015365953],"genre_scores_gemma":[0.9849601,0.000062776526,0.0006136717,0.012802825,0.000093785915,0.0000017344778,0.0000028676648,0.000009772229,0.0014524594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782413,0.0000987327,0.00029980234,0.0004004498,0.0009379141,0.00043899592],"domain_scores_gemma":[0.9992546,0.00007524739,0.00019846758,0.00022202525,0.000051170813,0.00019852005],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016291076,0.00015518432,0.00015857672,0.00006170375,0.001000911,0.00028089876,0.00032236992,0.000022100383,0.0010518847],"category_scores_gemma":[0.00028490392,0.000119814875,0.000070614056,0.0005701531,0.00016488915,0.00044614947,0.00039225607,0.0003750475,0.00023769889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008657587,0.00030727172,0.24047625,0.0000074012073,0.00001701397,0.0002678643,0.0006764832,0.00044833205,0.006512572,0.00035113154,0.69475806,0.05609103],"study_design_scores_gemma":[0.0015434868,0.0014908062,0.2724674,0.00028649872,0.00003169373,0.001187378,0.002497067,0.006713158,0.010885774,0.0017406085,0.7003383,0.0008178396],"about_ca_topic_score_codex":0.000037451235,"about_ca_topic_score_gemma":0.00032847255,"teacher_disagreement_score":0.05527319,"about_ca_system_score_codex":0.00043026966,"about_ca_system_score_gemma":0.00006288235,"threshold_uncertainty_score":0.9998613},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.016067496532948457,"score_gpt":0.27716376652113567,"score_spread":0.2610962699881872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387527496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993041,0.00021544717,0.00001710819,0.00019098318,0.00012732712,0.000032023137,0.000012859723,0.000002106897,0.00009804744],"genre_scores_gemma":[0.9992675,0.00041714948,0.00010192435,0.000013310178,0.000052314354,1.04057285e-7,0.000024402427,0.0000028382303,0.00012042765],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99935395,0.000028736355,0.00019913915,0.00009764849,0.0001635446,0.00015700536],"domain_scores_gemma":[0.99953544,0.000008373756,0.00012675575,0.00013412416,0.00014914336,0.000046152232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100766,0.000056282515,0.00009960406,0.00008923153,0.00008550808,0.000020177948,0.00021912488,0.000031596363,0.000004886621],"category_scores_gemma":[0.0001625035,0.0000465711,0.000024562965,0.00035611633,0.0004980458,0.000016523823,0.00017272514,0.00013242895,2.1361379e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002571277,0.0000679601,0.4370187,0.00007071357,0.000011096286,0.000012841625,0.00064129184,0.00008536456,0.54226613,0.00045377936,0.001937192,0.017177824],"study_design_scores_gemma":[0.00064365193,0.00066503667,0.73571503,0.00015024719,0.000006919385,0.00023456627,0.0015972933,0.00081840955,0.2564566,0.0005330163,0.0030044713,0.00017474074],"about_ca_topic_score_codex":0.000029763154,"about_ca_topic_score_gemma":0.00003625947,"teacher_disagreement_score":0.29869634,"about_ca_system_score_codex":0.00001190029,"about_ca_system_score_gemma":0.000084690604,"threshold_uncertainty_score":0.18991143},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.028071235085427065,"score_gpt":0.29516907044940716,"score_spread":0.2670978353639801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401848599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927733,0.00002754349,0.0042682276,0.0015806296,0.0005943298,0.00017659932,0.0000021909925,0.00008384279,0.0004933321],"genre_scores_gemma":[0.9988366,0.000014593353,0.000890526,0.000070229,0.00015360146,0.0000021309042,2.9560573e-7,0.0000111563595,0.000020894715],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99773675,0.000117755386,0.0003085432,0.0003500206,0.0009538278,0.0005330863],"domain_scores_gemma":[0.9994129,0.0001738348,0.00008989931,0.00022174636,0.00001507143,0.000086531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036158888,0.000142354,0.00012484724,0.00022000125,0.00062081445,0.00071146473,0.0009368636,0.0000638982,0.00006529948],"category_scores_gemma":[0.00034721053,0.00008904136,0.00005794693,0.0010153437,0.00086941937,0.0013870955,0.00026266713,0.00054450857,0.00003624888],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002944656,0.00034715317,0.5402771,0.00006292936,0.00005895897,0.0006606265,0.061134186,0.1166129,0.21346162,0.00029056033,0.002015247,0.064784214],"study_design_scores_gemma":[0.0013759406,0.00030619808,0.26521948,0.0005550998,0.00006293096,0.0018409167,0.007669945,0.40229553,0.2788062,0.040393595,0.0007610126,0.0007131597],"about_ca_topic_score_codex":0.000065862274,"about_ca_topic_score_gemma":0.00003536687,"teacher_disagreement_score":0.28568262,"about_ca_system_score_codex":0.00057991745,"about_ca_system_score_gemma":0.0000824421,"threshold_uncertainty_score":0.6860671},"labels":[],"label_agreement":null}]}