{"meta":{"query_hash":"cd2b4c3e8115","filters":{"topic":"Marine and Coastal Ecosystems"},"cohort_total":150,"direct_labels_cover":0,"predictions_cover":150,"exported":150,"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/cd2b4c3e8115","api":"https://metacan.xera.ac/api/v1/cohort?topic=Marine+and+Coastal+Ecosystems"},"results":[{"id":"W1160595016","doi":"10.71781/13203","title":"Living and fishing in a marine protected area : balancing traditional fisheries with conservation in Karimunjawa National Park, Indonesia","year":2012,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"National park; Marine protected area; Fishing; Fishery; Marine fisheries; Marine reserve; Geography; Marine conservation; Fisheries science; Environmental science; Fisheries management; Ecology; Biology; Archaeology; Habitat","score_opus":0.004581602300117445,"score_gpt":0.13021411630199553,"score_spread":0.12563251400187808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1160595016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99767286,0.00010688206,0.00004352125,0.00017044817,0.0000033573463,0.0000066955567,0.00002728055,8.2436947e-7,0.001968234],"genre_scores_gemma":[0.9987062,0.00017289878,0.00011966633,0.000045896486,0.0000024930425,0.000011504,0.000025218369,0.0000010961821,0.0009149015],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9998217,0.000045428034,0.000011280681,0.00003279588,0.000026230622,0.00006255231],"domain_scores_gemma":[0.99974114,0.000039388604,0.00009626267,0.000009776046,0.000024092584,0.00008933503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002606674,0.00011349426,0.00014539198,0.0002959509,0.00092630397,0.0010968993,0.00047609318,0.00020828127,0.0020506128],"category_scores_gemma":[0.0005114436,0.00012086278,0.00013907028,0.00058827084,0.00082049245,0.00075082364,0.0012708277,0.00037497643,0.00011719504],"study_design_candidate":"qualitative","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":[0.00005799013,0.0001769889,0.95014757,0.00015168448,0.00003858903,0.0009974153,0.019393552,0.00024162901,0.0013632361,0.0008939635,0.00046013633,0.026077226],"study_design_scores_gemma":[0.0000024827546,0.000028547553,0.9588493,0.00004795999,0.000013643605,0.00019370411,0.03911765,0.00022715739,0.00008207902,0.00015627731,0.0012759878,0.000005295558],"about_ca_topic_score_codex":0.057302177,"about_ca_topic_score_gemma":0.22397432,"teacher_disagreement_score":0.057302177,"about_ca_system_score_codex":0.001270216,"about_ca_system_score_gemma":0.001519739,"threshold_uncertainty_score":0.11393726},"labels":[],"label_agreement":null},{"id":"W1519593734","doi":"10.35800/akulturasi.1.1.2013.13309","title":"KEGIATAN ALTERNATIF NELAYAN DI DESA MAKALESUNG KECAMATAN KEMA KABUPATEN MINAHASA UTARA","year":2013,"lang":"en","type":"article","venue":"AKULTURASI (Jurnal Ilmiah Agrobisnis Perikanan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Livelihood; Geography; Fishing; Fishery; Socioeconomics; Business; Sociology; Agriculture","score_opus":0.006362559277020836,"score_gpt":0.19409908896391923,"score_spread":0.18773652968689838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519593734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941272,0.001707384,0.00035225038,0.0010156642,0.00015897458,0.000107395375,0.00019484531,0.00004326744,0.055148184],"genre_scores_gemma":[0.9470019,0.0014359221,0.0015776245,0.0003016404,0.000030208728,0.00008192272,0.00023231114,0.000012245643,0.049326103],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999905,0.000013135299,0.000007621938,0.000019381489,0.000017575565,0.00003738196],"domain_scores_gemma":[0.9998574,0.000025463518,0.000024164952,0.000009788098,0.000036220026,0.000046917543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018536072,0.00029963147,0.0002160419,0.00030428095,0.003159905,0.0007877906,0.00041264074,0.0003608588,0.022652129],"category_scores_gemma":[0.00025642978,0.00013573638,0.00015769077,0.00056822645,0.000366415,0.00049412705,0.0009836316,0.0005095524,0.0012258441],"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":[0.0013381799,0.0015534428,0.31038052,0.0031981668,0.00012753102,0.024968784,0.054207835,0.0007257001,0.0749266,0.019039975,0.025165519,0.48436773],"study_design_scores_gemma":[0.00009503521,0.00092153426,0.49073818,0.0008162659,0.00016436985,0.0074143917,0.102760434,0.0006799531,0.008378415,0.0018672543,0.38608012,0.000084030886],"about_ca_topic_score_codex":0.009182989,"about_ca_topic_score_gemma":0.060827356,"teacher_disagreement_score":0.022652129,"about_ca_system_score_codex":0.00094227074,"about_ca_system_score_gemma":0.0015463716,"threshold_uncertainty_score":0.0757789},"labels":[],"label_agreement":null},{"id":"W1528742840","doi":"10.29122/jai.v6i1.2449","title":"STUDI DINAMIKA KUALITAS AIR DAS CILIWUNG","year":2018,"lang":"en","type":"article","venue":"Jurnal Air Indonesia","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Water quality; Environmental science; Downstream (manufacturing); Current (fluid); Water resource management; Agriculture; Flood myth; Irrigation; Environmental engineering; Hydrology (agriculture); Quality (philosophy); Drainage basin; Upstream (networking); Water supply; Business; Geography; Ecology; Engineering","score_opus":0.009725584977380533,"score_gpt":0.2510078006357983,"score_spread":0.2412822156584178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528742840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668814,0.0011622641,0.00016554777,0.00033999505,0.00006526311,0.000037606016,0.0005215866,0.00001180776,0.03081456],"genre_scores_gemma":[0.9833844,0.00096360117,0.00019767882,0.00008957171,0.00001339647,0.000022768612,0.0003375461,0.0000043462364,0.014986691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979955,0.000028728664,0.000017504814,0.00004665605,0.00005794037,0.000049649287],"domain_scores_gemma":[0.99984205,0.000030332221,0.000034672674,0.000010833423,0.00004995056,0.000032131913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025576612,0.0001417598,0.00014702493,0.00044364115,0.000867006,0.0012348449,0.00014018279,0.00017616685,0.004482989],"category_scores_gemma":[0.00034017727,0.000108337204,0.000115569135,0.0005593539,0.00026634248,0.00035369192,0.00057151366,0.0003610372,0.00055752735],"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":[0.00018659362,0.0004956048,0.84066343,0.0005164131,0.00008398267,0.0025780476,0.020569881,0.00043285644,0.006987368,0.005906792,0.00895009,0.11262894],"study_design_scores_gemma":[0.0000039281767,0.00011231503,0.9012554,0.0001690018,0.00006544702,0.00088580087,0.032070052,0.00033909455,0.0031435292,0.00039841203,0.06154082,0.000016195288],"about_ca_topic_score_codex":0.017514987,"about_ca_topic_score_gemma":0.06829294,"teacher_disagreement_score":0.017514987,"about_ca_system_score_codex":0.0011505707,"about_ca_system_score_gemma":0.0012907223,"threshold_uncertainty_score":0.03482604},"labels":[],"label_agreement":null},{"id":"W1593801202","doi":"10.35800/akulturasi.1.1.2013.13308","title":"MANAJEMEN TENAGA KERJA TEMPAT PELELANGAN IKAN (TPI) AERTEMBAGA KOTA BITUNG","year":2013,"lang":"en","type":"article","venue":"AKULTURASI (Jurnal Ilmiah Agrobisnis Perikanan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Work (physics); Geography; Section (typography); Fishery; Operations management; Business; Management; Engineering; Advertising; Economics","score_opus":0.004901657999182309,"score_gpt":0.17923693298038912,"score_spread":0.17433527498120682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593801202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88586825,0.005528495,0.0015450249,0.002117325,0.00036344078,0.00017915451,0.0010967742,0.00010133192,0.10320017],"genre_scores_gemma":[0.91180074,0.0047450163,0.0030775664,0.00021891072,0.00005747046,0.00014186064,0.0008045768,0.00003400988,0.079119824],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99979717,0.00003000807,0.000017942644,0.000041452426,0.00005244292,0.000060988965],"domain_scores_gemma":[0.9996896,0.000075186676,0.000068386995,0.000019701014,0.000082142535,0.000065090244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031738624,0.00023304939,0.0002000398,0.00046659648,0.0012976138,0.0015445865,0.00031327218,0.0002659497,0.027178472],"category_scores_gemma":[0.00038597287,0.00014255781,0.00016808188,0.00097313104,0.00041187735,0.00048243086,0.0008526032,0.000446513,0.0023960161],"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":[0.0010148876,0.00091516454,0.26113084,0.003684183,0.00009260717,0.010766174,0.029137518,0.0018027028,0.026239626,0.029409705,0.04438981,0.5914168],"study_design_scores_gemma":[0.000029910127,0.0003996923,0.5230782,0.00102145,0.00006192342,0.0040320475,0.06767759,0.0009828075,0.0059230165,0.0019052674,0.3948194,0.0000686885],"about_ca_topic_score_codex":0.0070003043,"about_ca_topic_score_gemma":0.018755924,"teacher_disagreement_score":0.027178472,"about_ca_system_score_codex":0.0012113,"about_ca_system_score_gemma":0.002225549,"threshold_uncertainty_score":0.090921044},"labels":[],"label_agreement":null},{"id":"W1597740380","doi":"10.14710/kpl.v6i2.2730","title":"KAJIAN POTENSI PERIKANAN TANGKAP DAN PERTUMBUHAN JUMLAH KAPAL TANGKAP ( PURSE SEINE) DI KABUPATEN PEKALONGAN","year":2012,"lang":"en","type":"article","venue":"Kapal Jurnal Ilmu Pengetahuan dan Teknologi Kelautan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"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":"","keywords":"Fishery; Indonesian; Geography; Fishing; Oceanography; Geology; Biology","score_opus":0.013411473647497962,"score_gpt":0.21927528500495747,"score_spread":0.20586381135745951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597740380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6914956,0.006211396,0.007877705,0.004013386,0.0013669322,0.00021307849,0.0015617055,0.00043898894,0.28682125],"genre_scores_gemma":[0.71759826,0.0038522957,0.0066205375,0.0005244708,0.0000559452,0.00013713799,0.0010229402,0.00010168823,0.27008668],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998932,0.000008752462,0.00000841904,0.000029252857,0.000025786423,0.000034561406],"domain_scores_gemma":[0.9998802,0.000018825785,0.000022319957,0.000010584708,0.0000369512,0.000031101437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117211035,0.00035871114,0.00012364499,0.00044001947,0.0012442778,0.0012066776,0.00032825486,0.00033783237,0.029486079],"category_scores_gemma":[0.00029186634,0.00013978075,0.00019941476,0.00079854537,0.00033089984,0.0010687669,0.0010470453,0.0006058588,0.002814917],"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":[0.0005373659,0.00032788396,0.11562461,0.0020426058,0.00011501042,0.010455204,0.010146271,0.0018970686,0.026259061,0.02659657,0.037112232,0.76888615],"study_design_scores_gemma":[0.000044275293,0.00031381295,0.22152656,0.00057785347,0.0001558434,0.008291981,0.02334453,0.0016417358,0.0111228395,0.0051072845,0.7277805,0.00009267477],"about_ca_topic_score_codex":0.011238953,"about_ca_topic_score_gemma":0.047735512,"teacher_disagreement_score":0.029486079,"about_ca_system_score_codex":0.0009842878,"about_ca_system_score_gemma":0.0020249903,"threshold_uncertainty_score":0.0986408},"labels":[],"label_agreement":null},{"id":"W1850352686","doi":"10.5539/ass.v11n18p1","title":"Enhancing Capacity Building in Seaweed Cultivation System among the Poor Fishermen: A Case Study in Sabah, East Malaysia","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Business; Capacity building; Estate; Environmental planning; Economic growth; Geography","score_opus":0.019152882574615483,"score_gpt":0.24262663272435012,"score_spread":0.22347375014973464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1850352686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99805236,0.000111159556,0.00008857182,0.0005406565,0.0000031714005,0.000023760453,0.000010735525,0.0000012066968,0.00116837],"genre_scores_gemma":[0.99801993,0.000287281,0.00019119619,0.00012979245,0.000002647925,0.00001742814,0.0000063939965,0.0000012006037,0.0013441702],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989496,0.00044307468,0.000028735356,0.000049901926,0.00008676937,0.0004419643],"domain_scores_gemma":[0.998863,0.00038744317,0.00018217838,0.00003443921,0.00011907965,0.00041386829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013007772,0.0003092961,0.0002939,0.001012586,0.008110484,0.0011860224,0.0010765843,0.0013635851,0.003072697],"category_scores_gemma":[0.0015055026,0.00030649515,0.00023721467,0.00072232576,0.0030758567,0.0014659257,0.002721243,0.001292541,0.0001656692],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012321437,0.0006894212,0.0884605,0.00058785424,0.000027195612,0.034723975,0.8379461,0.00058923697,0.0022806763,0.0048529766,0.0020188452,0.02770001],"study_design_scores_gemma":[0.0000036926322,0.00014385536,0.018803244,0.00016722339,0.000008843535,0.001389516,0.97456235,0.00029711204,0.00030672055,0.00021982465,0.004083246,0.000014370926],"about_ca_topic_score_codex":0.045260355,"about_ca_topic_score_gemma":0.124970384,"teacher_disagreement_score":0.045260355,"about_ca_system_score_codex":0.0034749662,"about_ca_system_score_gemma":0.004235131,"threshold_uncertainty_score":0.089993834},"labels":[],"label_agreement":null},{"id":"W2341697101","doi":"10.29244/jitl.16.1.24-30","title":"POTENSI LAHAN UNTUK KOLAM IKAN DI KABUPATEN CIANJUR BERDASARKAN ANALISIS KESESUAIAN LAHAN MULTI KRITERIA","year":2014,"lang":"id","type":"article","venue":"Jurnal Ilmu Tanah dan Lingkungan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.01302640820528125,"score_gpt":0.23107622947175344,"score_spread":0.21804982126647218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341697101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86949223,0.0052930797,0.015070881,0.0015525279,0.0001592266,0.00080045505,0.0019328395,0.00019701484,0.10550169],"genre_scores_gemma":[0.9369056,0.0026858898,0.014710987,0.0002705225,0.000022517017,0.00037655613,0.0009928845,0.000060246366,0.04397472],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99483347,0.0009407711,0.0004089359,0.0005646702,0.002676641,0.00057546864],"domain_scores_gemma":[0.99083346,0.0028544327,0.001069602,0.00034257516,0.0045426255,0.00035738337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041174856,0.0008865133,0.0008335801,0.004625481,0.0015164649,0.0048911255,0.00071521883,0.00089822384,0.012260396],"category_scores_gemma":[0.0064714407,0.00031325666,0.0011327448,0.0046662893,0.0011692334,0.0025482688,0.0016524271,0.0012078315,0.0019414639],"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":[0.0016979687,0.001226705,0.31131414,0.005934111,0.00089901505,0.003515281,0.03203579,0.006369259,0.05555968,0.020861324,0.012860783,0.547726],"study_design_scores_gemma":[0.000043578963,0.0016718754,0.5922785,0.0015466516,0.0010362379,0.0023373617,0.13955653,0.0075881933,0.060531527,0.008890702,0.18419078,0.00032810614],"about_ca_topic_score_codex":0.013509087,"about_ca_topic_score_gemma":0.028771913,"teacher_disagreement_score":0.013509087,"about_ca_system_score_codex":0.0031810696,"about_ca_system_score_gemma":0.0042003784,"threshold_uncertainty_score":0.04101515},"labels":[],"label_agreement":null},{"id":"W2531291007","doi":"10.35800/akulturasi.4.7.2016.13009","title":"KEADAAN SOSIAL EKONOMI NELAYAN PASCA DEKLARASI MORATORIUM PERIKANAN DI KECAMATAN AERTEMBAGA KOTA BITUNG","year":2016,"lang":"id","type":"article","venue":"AKULTURASI (Jurnal Ilmiah Agrobisnis Perikanan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","score_opus":0.008557834345764412,"score_gpt":0.20242178824923632,"score_spread":0.19386395390347191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531291007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47319725,0.007642235,0.03192505,0.006600291,0.0017281922,0.0005483375,0.004237691,0.0013261333,0.47279486],"genre_scores_gemma":[0.6286739,0.004778891,0.022105148,0.0009565724,0.00013897548,0.00015504751,0.0019110177,0.00041860592,0.34086183],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992066,0.000091911206,0.000035080393,0.00016625044,0.00030713424,0.00019300642],"domain_scores_gemma":[0.99911755,0.00011590108,0.00009718082,0.00007869822,0.00044183925,0.00014876573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007692094,0.0007549558,0.0005487637,0.00087067223,0.0018964271,0.004108602,0.00072509865,0.0009596157,0.034587763],"category_scores_gemma":[0.00083222415,0.00036651705,0.00070165267,0.0010860866,0.0008418305,0.0014489375,0.0018614916,0.0015661535,0.008544649],"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":[0.0014329265,0.000780995,0.09890931,0.0027200028,0.0002637436,0.004457997,0.008410946,0.004728491,0.2006018,0.027758438,0.035656862,0.61427855],"study_design_scores_gemma":[0.00004441672,0.00083392265,0.15460372,0.0006883938,0.00018198648,0.0012933821,0.015844371,0.001623975,0.071011,0.0047846404,0.74890536,0.00018490349],"about_ca_topic_score_codex":0.021346696,"about_ca_topic_score_gemma":0.064689845,"teacher_disagreement_score":0.034587763,"about_ca_system_score_codex":0.0022302375,"about_ca_system_score_gemma":0.0042509786,"threshold_uncertainty_score":0.115707636},"labels":[],"label_agreement":null},{"id":"W2563944556","doi":"10.13170/depik.5.3.5655","title":"Pemetaan batimetri sebagai informasi dasar untuk penempatan fish apartment di perairan Bangsring, Kabupaten Banyuwangi, Jawa Timur (Bathymetry mapping as basic information for fish apartment placement in Bangsring waters, Banyuwangi, East Java)","year":2016,"lang":"en","type":"article","venue":"DEPIK","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Echo sounding; Bathymetry; Hydrology (agriculture); Environmental science; Geology; Forestry; Oceanography; Geography","score_opus":0.011186904301309926,"score_gpt":0.20303464123230058,"score_spread":0.19184773693099066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563944556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81937766,0.016421907,0.02217244,0.005571953,0.0010484182,0.00036552353,0.0062642284,0.0010840646,0.12769395],"genre_scores_gemma":[0.87248,0.01009136,0.028432693,0.00050597964,0.00021597213,0.00020071445,0.0050253947,0.0001253599,0.08292246],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99971634,0.000055879544,0.000032206466,0.000073095885,0.00007784008,0.000044668046],"domain_scores_gemma":[0.99959916,0.00010205768,0.0000751424,0.00003669752,0.00012990474,0.0000570219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045983645,0.00032139794,0.00029010247,0.0006246971,0.00063463603,0.0016869932,0.00022698124,0.0003413372,0.010514799],"category_scores_gemma":[0.0005155934,0.00016006127,0.00013464926,0.0011868479,0.00029384368,0.0009396851,0.0006516324,0.0004237688,0.0026882896],"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":[0.00060875504,0.00020622101,0.11510059,0.0012909799,0.00006656651,0.0016096042,0.0049689594,0.0013244101,0.035826474,0.0031431832,0.026682196,0.8091721],"study_design_scores_gemma":[0.000046011286,0.00044610281,0.47120214,0.00066194835,0.00023987418,0.0025290176,0.02344341,0.0074679772,0.027481036,0.0020456805,0.464296,0.00014086867],"about_ca_topic_score_codex":0.009949299,"about_ca_topic_score_gemma":0.015001932,"teacher_disagreement_score":0.010514799,"about_ca_system_score_codex":0.00054218934,"about_ca_system_score_gemma":0.001497684,"threshold_uncertainty_score":0.035175502},"labels":[],"label_agreement":null},{"id":"W2596450331","doi":"10.29244/jp2wd.2017.1.1.1-15","title":"Penggunaan Teknologi Informasi dan Komunikasi dan Implikasinya terhadap Ketangguhan Mata Pencaharian Nelayan","year":2017,"lang":"en","type":"article","venue":"Journal of Regional and Rural Development Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Livelihood; Business; Information and Communications Technology; Knowledge management; Context (archaeology); Situational ethics; Agriculture; Geography; Computer science; Political science","score_opus":0.022527444231894518,"score_gpt":0.2430597134235027,"score_spread":0.22053226919160818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596450331","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4420068,0.042761307,0.031952698,0.022163995,0.0023500603,0.0005695811,0.0008322591,0.00055913103,0.4568041],"genre_scores_gemma":[0.8233349,0.026167195,0.028967893,0.0014648219,0.00023591779,0.0002938878,0.0006048568,0.00014754168,0.11878309],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999225,0.00026848807,0.000060171926,0.0001040114,0.0002420534,0.00010031529],"domain_scores_gemma":[0.99897516,0.0004959151,0.00007888364,0.0000715937,0.00027753378,0.00010097322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014921473,0.0006201394,0.00039362194,0.00090637227,0.003138392,0.004186327,0.0005950071,0.0007742119,0.015979204],"category_scores_gemma":[0.0019039686,0.0002928687,0.00034240296,0.0014304318,0.0014899281,0.0032497826,0.0017062796,0.0012120208,0.0022829801],"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":[0.00037180525,0.00039879943,0.015168245,0.0031340213,0.00007593284,0.006368599,0.08108563,0.0014246203,0.018321577,0.085473835,0.03311539,0.75506157],"study_design_scores_gemma":[0.00003823662,0.00028375819,0.022159554,0.002520405,0.0001163185,0.0040701567,0.086463034,0.0020789208,0.00919652,0.02600363,0.84692067,0.00014874198],"about_ca_topic_score_codex":0.006897127,"about_ca_topic_score_gemma":0.011305058,"teacher_disagreement_score":0.015979204,"about_ca_system_score_codex":0.0017182808,"about_ca_system_score_gemma":0.00508109,"threshold_uncertainty_score":0.05345577},"labels":[],"label_agreement":null},{"id":"W2610783686","doi":"10.22500/sodality.v5i1.16275","title":"Cohesivity Fisheries Community in the Face of Climate Change on the Coast of Western Java","year":2017,"lang":"en","type":"article","venue":"Sodality Jurnal Sosiologi Pedesaan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Group cohesiveness; Collective action; Social capital; Climate change; Happening; Political science; Sociology; Geography; Economic growth; Social psychology; Psychology; Social science; Economics; Politics; Ecology; Law; History","score_opus":0.07915484728357579,"score_gpt":0.28570748351756886,"score_spread":0.20655263623399306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610783686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989624,0.000026619982,0.000022932129,0.00009617504,0.0000032123442,0.000006684031,0.000025803087,9.3118746e-7,0.0008552154],"genre_scores_gemma":[0.9993668,0.00004368725,0.00004815167,0.000023201326,0.0000023665732,0.000006977026,0.000027102396,5.7350877e-7,0.00048100363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999767,0.000054942433,0.00001747677,0.00003698238,0.00004803654,0.000075567616],"domain_scores_gemma":[0.9995003,0.000068261856,0.00018023577,0.000021246962,0.00009149091,0.0001383787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034883514,0.000091319234,0.00013192343,0.00047895923,0.0014525965,0.00070945977,0.00023365568,0.00022577385,0.0019029657],"category_scores_gemma":[0.00083172315,0.00008030581,0.00011651889,0.00049258105,0.0005882033,0.0004722751,0.0009910804,0.00025436995,0.000100586345],"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":[0.00007138511,0.000079298145,0.91043943,0.000091653295,0.00002748021,0.0016823903,0.0690378,0.000092333656,0.0029438694,0.00030540556,0.00082456553,0.0144043835],"study_design_scores_gemma":[0.0000017009475,0.000047501933,0.9145366,0.00001947762,0.000008061981,0.00011976588,0.0838003,0.000083311505,0.00009491046,0.00006967665,0.0012127633,0.000005973743],"about_ca_topic_score_codex":0.036367014,"about_ca_topic_score_gemma":0.105939955,"teacher_disagreement_score":0.036367014,"about_ca_system_score_codex":0.0011019176,"about_ca_system_score_gemma":0.00090682186,"threshold_uncertainty_score":0.07231063},"labels":[],"label_agreement":null},{"id":"W2611875625","doi":"10.5539/res.v9n2p222","title":"The Management Model of Fishery Environment in Bengkalis District, Riau Province","year":2017,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Stakeholder; Situated; Business; Fishery; Environmental resource management; Environmental science; Economics; Management; Ecology; Computer science","score_opus":0.03055710267889173,"score_gpt":0.25138623097351054,"score_spread":0.22082912829461881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611875625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83454144,0.0008295442,0.011448677,0.002539932,0.000035416015,0.00016620877,0.000629011,0.000106279724,0.14970352],"genre_scores_gemma":[0.99387896,0.00026454948,0.0013150366,0.000014889746,0.0000031237223,0.000030995805,0.00009883088,0.0000038936532,0.004389772],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.999744,0.00007625026,0.00001206544,0.00003684269,0.000038868537,0.00009205083],"domain_scores_gemma":[0.9998037,0.00003809893,0.000030540305,0.000008180568,0.00007303594,0.000046412955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027304166,0.000207315,0.00014588442,0.0008340437,0.001047461,0.0028855144,0.0009167542,0.00040133047,0.0048100697],"category_scores_gemma":[0.00060898915,0.00013856939,0.0003207059,0.0010249272,0.00062341447,0.0008779157,0.00097164465,0.00029673663,0.00027960172],"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":[0.00022190926,0.0005062893,0.21022305,0.0005309181,0.00016991074,0.0044328347,0.005397644,0.40015796,0.0025612058,0.27119237,0.011443126,0.09316275],"study_design_scores_gemma":[0.000105481435,0.00025772402,0.16134739,0.00044210645,0.00021407781,0.00096557837,0.0316539,0.69518805,0.00095847266,0.046838656,0.061930012,0.000098554665],"about_ca_topic_score_codex":0.16579498,"about_ca_topic_score_gemma":0.1795134,"teacher_disagreement_score":0.16579498,"about_ca_system_score_codex":0.0063945623,"about_ca_system_score_gemma":0.005897576,"threshold_uncertainty_score":0.32965988},"labels":[],"label_agreement":null},{"id":"W2613333377","doi":"10.5539/ilr.v6n1p109","title":"Empowering Fishermen through Local Wisdom and Sustainable Development: a Policy Research","year":2017,"lang":"en","type":"article","venue":"International Law Research","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Welfare; Government (linguistics); Business; Fishing; Local government; Competition (biology); Environmental planning; Economic growth; Political science; Economics; Public administration; Geography; Ecology; Market economy","score_opus":0.06291134301452324,"score_gpt":0.4158848388006898,"score_spread":0.3529734957861666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613333377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7591822,0.004775358,0.002737913,0.068945706,0.00013671455,0.00024709175,0.000056996272,0.000017012755,0.16390109],"genre_scores_gemma":[0.9939964,0.0013045245,0.0004557646,0.0010242716,0.000014528243,0.0000402902,0.000004642894,0.0000017164249,0.0031577551],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99686545,0.0018757117,0.00009840194,0.00020773603,0.00033909065,0.0006136395],"domain_scores_gemma":[0.9932422,0.0040356945,0.0010654057,0.000181599,0.0005491898,0.0009258956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006021769,0.00015708852,0.00026869742,0.0009616172,0.004684881,0.0063300943,0.0008171705,0.0017093136,0.0054060384],"category_scores_gemma":[0.0058066817,0.0001796052,0.00016124417,0.0014100221,0.007995045,0.00594103,0.0039460943,0.0018517263,0.00022623279],"study_design_candidate":"qualitative","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":[0.00015454117,0.0013186979,0.076884724,0.0020284096,0.000056242494,0.003660841,0.18170242,0.0023881553,0.0012807278,0.55906886,0.0086135585,0.16284281],"study_design_scores_gemma":[0.000043202297,0.0003293427,0.037151236,0.0029284607,0.00006626124,0.0003613002,0.8131555,0.0020494598,0.0007699443,0.058537733,0.08454601,0.0000615558],"about_ca_topic_score_codex":0.009137705,"about_ca_topic_score_gemma":0.022838263,"teacher_disagreement_score":0.009137705,"about_ca_system_score_codex":0.008706086,"about_ca_system_score_gemma":0.0141626345,"threshold_uncertainty_score":0.06316739},"labels":[],"label_agreement":null},{"id":"W2613673617","doi":"10.29244/jmf.3.2.141-147","title":"UKURAN MATA DAN SHORTENING YANG SESUAI UNTUK JARING INSANG YANG DIOPERASIKAN DI PERAIRAN TUAL ((Appropriate of Mesh Size and Shortening for Gillnet Operated on Tual Waters))","year":2016,"lang":"en","type":"article","venue":"Marine Fisheries Journal of Marine Fisheries Technology and Management","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Mathematics; Fishery; Biology","score_opus":0.006979219965503753,"score_gpt":0.19325403590866713,"score_spread":0.1862748159431634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613673617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98990333,0.0005260187,0.0016683188,0.00010395547,0.000049077935,0.000036124144,0.0004638751,0.000054683806,0.0071945665],"genre_scores_gemma":[0.98317796,0.0007005408,0.0058745863,0.00005328577,0.000016627399,0.00007791384,0.0007462782,0.000019172947,0.009333648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997292,0.000028456512,0.000029808347,0.00005287454,0.00008725648,0.00007241851],"domain_scores_gemma":[0.99965966,0.000039187416,0.00013772362,0.000020573263,0.00008993036,0.000052802487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034850772,0.00043867508,0.00018010338,0.0007838454,0.0007606217,0.00062884064,0.00031929216,0.00024118954,0.004606359],"category_scores_gemma":[0.00068203115,0.0001583678,0.0003373932,0.0010537428,0.00041945852,0.0004968475,0.00087394495,0.00025636327,0.0005359639],"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":[0.0006051176,0.0001688297,0.64905447,0.0007898892,0.00011407685,0.0015479927,0.0023048783,0.0029631485,0.039550163,0.0017655338,0.003010996,0.2981249],"study_design_scores_gemma":[0.000011497475,0.0005832858,0.9650813,0.00014282235,0.00008554271,0.0008033225,0.0031337407,0.0017846877,0.0083244275,0.00026917917,0.019742979,0.000037353668],"about_ca_topic_score_codex":0.02162649,"about_ca_topic_score_gemma":0.0601534,"teacher_disagreement_score":0.02162649,"about_ca_system_score_codex":0.0007977286,"about_ca_system_score_gemma":0.0014859055,"threshold_uncertainty_score":0.043001235},"labels":[],"label_agreement":null},{"id":"W2624841527","doi":"10.15578/jsekp.v8i2.5670","title":"TINJAUAN DIMENSI EKONOMI KEBERLANJUTAN PENGELOLAAN BUDIDAYA LAUT DI TELUK SALEH KABUPATEN SUMBAWA","year":2017,"lang":"id","type":"article","venue":"Jurnal Sosial Ekonomi Kelautan dan Perikanan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Grouper; Sustainability; Agricultural science; Biology; Fishery; Ecology; Fish <Actinopterygii>","score_opus":0.012147078675477799,"score_gpt":0.2321484285822591,"score_spread":0.2200013499067813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624841527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366895,0.0010154919,0.0021463803,0.0007321781,0.00008230761,0.00008768621,0.00091621646,0.00008748073,0.05824282],"genre_scores_gemma":[0.940506,0.00090655376,0.0032281028,0.00012802142,0.000013185738,0.00010437301,0.0006696459,0.00003980138,0.054404255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996197,0.00006766138,0.000021020975,0.000086379114,0.000111274676,0.00009399319],"domain_scores_gemma":[0.99947137,0.00008638515,0.00006750646,0.000037033587,0.0002232785,0.00011438706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040195553,0.00043464813,0.00027943728,0.00085115916,0.0014137728,0.00171445,0.00031289342,0.00028778295,0.011043601],"category_scores_gemma":[0.0008226144,0.0002327432,0.00031203995,0.0012277575,0.0005650583,0.000846842,0.0012283331,0.000780989,0.0013905402],"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":[0.0011792469,0.0003547185,0.4539343,0.0013874546,0.00028438828,0.0023178393,0.040259115,0.00096338935,0.06499561,0.0065803635,0.009242194,0.41850135],"study_design_scores_gemma":[0.000016751372,0.00021525407,0.8726048,0.00020387155,0.00010207445,0.00049231946,0.035304565,0.00036191574,0.0074140523,0.0012821101,0.08194691,0.00005537738],"about_ca_topic_score_codex":0.03145491,"about_ca_topic_score_gemma":0.14460859,"teacher_disagreement_score":0.03145491,"about_ca_system_score_codex":0.0013526317,"about_ca_system_score_gemma":0.0021658672,"threshold_uncertainty_score":0.06254369},"labels":[],"label_agreement":null},{"id":"W2739609849","doi":"10.29313/jpwk.v14i1.2551","title":"IDENTIFIKASI DAMPAK PERUBAHAN FUNGSI EKOSISTEM PESISIR TERHADAP LINGKUNGAN DI WILAYAH PESISIR KECAMATAN MUARAGEMBONG","year":2017,"lang":"id","type":"article","venue":"Jurnal Perencanaan Wilayah dan Kota","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Geography","score_opus":0.0188174709303823,"score_gpt":0.2455944705350454,"score_spread":0.2267769996046631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739609849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9279367,0.01347995,0.00866961,0.0012761488,0.00019240698,0.0004761324,0.0051010554,0.0002658873,0.0426021],"genre_scores_gemma":[0.90010387,0.008034428,0.013377802,0.0007350592,0.000045175577,0.00035788957,0.0043192245,0.00010952104,0.07291703],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996321,0.00006612648,0.00001722313,0.00009094741,0.00012046553,0.00007298288],"domain_scores_gemma":[0.99973327,0.000052827985,0.000039614246,0.000021823342,0.00012368047,0.000028831713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044900505,0.0005725097,0.00047742133,0.001056559,0.0010007613,0.0014069182,0.0003308784,0.0008025308,0.010908582],"category_scores_gemma":[0.00046553664,0.00031104908,0.0005505311,0.0010413652,0.00032537195,0.0007236273,0.0007870942,0.00091435836,0.002940378],"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":[0.0008071139,0.00033262986,0.06939179,0.00196267,0.00021888857,0.0022149538,0.0040925583,0.00054536335,0.7993326,0.0018974282,0.004585855,0.114618175],"study_design_scores_gemma":[0.000067188,0.001748887,0.36754638,0.0010404193,0.000489787,0.0033003732,0.012069017,0.0017854092,0.27523887,0.0016765042,0.3348987,0.00013838983],"about_ca_topic_score_codex":0.007023266,"about_ca_topic_score_gemma":0.01875426,"teacher_disagreement_score":0.010908582,"about_ca_system_score_codex":0.0005595608,"about_ca_system_score_gemma":0.0010413809,"threshold_uncertainty_score":0.036492825},"labels":[],"label_agreement":null},{"id":"W2768404512","doi":"10.5376/ijms.2017.07.0043","title":"Optimization of Cultivated Seaweed Land &lt;i&gt;Gracilaria sp&lt;/i&gt; Using &lt;i&gt;Vertikultur&lt;/i&gt; System","year":2017,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Algae; Botany; Biology","score_opus":0.012606366505682382,"score_gpt":0.24634623292265356,"score_spread":0.23373986641697117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768404512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884328,0.00039748492,0.007910415,0.000048172362,0.000016012258,0.000056139874,0.00030839734,0.00017130015,0.0026593425],"genre_scores_gemma":[0.97248536,0.00048551094,0.023102019,0.000040810748,0.0000036423162,0.00008566304,0.00064362795,0.000064260064,0.003089131],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989426,0.000011843788,0.000010012876,0.00003237796,0.000030371375,0.000021156162],"domain_scores_gemma":[0.9999651,0.0000049877895,0.000010244024,0.0000034509233,0.000008313676,0.000007865985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121730714,0.00036838028,0.00039713207,0.00024351942,0.0001647106,0.0006180003,0.00023218952,0.00020528778,0.0009127699],"category_scores_gemma":[0.00010412503,0.00012934634,0.0004153902,0.00030325775,0.00009261646,0.0002320939,0.000264996,0.00025109557,0.00032640624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009843469,0.000099748424,0.001455574,0.00012439383,0.0000103492075,0.000051938856,0.00002074819,0.0041638953,0.982241,0.000051291077,0.00008793404,0.011594798],"study_design_scores_gemma":[0.000026194974,0.0012255335,0.021730585,0.000020603424,0.00006968306,0.00007577411,0.00019461375,0.025674598,0.94519955,0.00008247203,0.0056705475,0.000030041998],"about_ca_topic_score_codex":0.0031684448,"about_ca_topic_score_gemma":0.0055118557,"teacher_disagreement_score":0.0031684448,"about_ca_system_score_codex":0.00036856066,"about_ca_system_score_gemma":0.00031499966,"threshold_uncertainty_score":0.0062999725},"labels":[],"label_agreement":null},{"id":"W2781661062","doi":"10.24198/agricore.v2i1.15072","title":"KONDISI DAN POTENSI WILAYAH PESISIR KABUPATEN BANTUL SEBAGAI SENTRA BUDIDAYA TAMBAK UDANG BERKELANJUTAN DI PANTAI SELATAN INDONESIA","year":2019,"lang":"id","type":"article","venue":"Agricore Jurnal Agribisnis dan Sosial Ekonomi Pertanian Unpad","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Shrimp; Forestry; Agricultural science; Business; Environmental science; Geography; Biology; Fishery","score_opus":0.0056537124281082225,"score_gpt":0.18601270440261447,"score_spread":0.18035899197450625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781661062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9235387,0.0074089146,0.0049596913,0.0012261155,0.00021960108,0.000113542585,0.001082085,0.00011890982,0.06133243],"genre_scores_gemma":[0.9193828,0.0056833825,0.0058338726,0.0004107969,0.000047038237,0.00011409821,0.0006910775,0.00008757939,0.06774937],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99956995,0.00006375466,0.000027306629,0.00011068904,0.00015956376,0.00006871272],"domain_scores_gemma":[0.9995875,0.000092209324,0.00009460473,0.000027685972,0.0001410284,0.000056970082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044541477,0.00050847995,0.00051313196,0.00045605155,0.0011325766,0.0020847714,0.0004172983,0.00054716156,0.011668156],"category_scores_gemma":[0.00037875216,0.00025376558,0.00050594006,0.00063170714,0.0005397093,0.0010500196,0.00082328415,0.0009917185,0.0020682202],"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":[0.002280211,0.0011675699,0.14271022,0.0058603324,0.00037888534,0.0038711093,0.009175814,0.0014545206,0.5012609,0.0055020708,0.0068050646,0.31953332],"study_design_scores_gemma":[0.000049106657,0.0022823415,0.60701823,0.0009817642,0.0005188124,0.0023023237,0.022260219,0.0017270311,0.17308272,0.0038937733,0.18573754,0.00014622336],"about_ca_topic_score_codex":0.006978759,"about_ca_topic_score_gemma":0.023640957,"teacher_disagreement_score":0.011668156,"about_ca_system_score_codex":0.0008858741,"about_ca_system_score_gemma":0.0012427209,"threshold_uncertainty_score":0.03903383},"labels":[],"label_agreement":null},{"id":"W2791513425","doi":"10.5539/jel.v7n3p251","title":"The Analysis of Phytoplankton Abundance Using Weibull Distribution (A Case Study in the Coastal Area of East Yapen in the Regency of Yapen Islands, Papua)","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Phytoplankton; Abundance (ecology); Environmental science; Biota; Oceanography; Ecology; Fishing; Geography; Biology; Nutrient; Geology","score_opus":0.01771029017568656,"score_gpt":0.28476755154822925,"score_spread":0.2670572613725427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791513425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920036,0.00018737208,0.006311279,0.0001633087,0.000005562091,0.000026019405,0.00030716258,0.000024477307,0.0009712479],"genre_scores_gemma":[0.9945412,0.00020126294,0.0039607068,0.000014959181,0.0000070495644,0.00001730539,0.0002611194,0.00000829323,0.000988029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99964607,0.00010422864,0.00002379767,0.00009248863,0.00006866948,0.000064726846],"domain_scores_gemma":[0.9982193,0.0011459902,0.00023541733,0.000094500654,0.00024336725,0.000061441395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012069397,0.00031311726,0.00023544766,0.0014930661,0.00052223704,0.0007620415,0.00039620392,0.00049892167,0.0007691958],"category_scores_gemma":[0.001984654,0.00018221227,0.00062378653,0.0014320449,0.00040836725,0.0005049969,0.00047577426,0.00030617183,0.00013905927],"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":[0.00013983206,0.00015154427,0.85175174,0.00020292407,0.0001775245,0.0077529466,0.002385822,0.07272611,0.0033452918,0.0028141867,0.0013939341,0.057158194],"study_design_scores_gemma":[0.000008333716,0.00019057331,0.6713356,0.000059428374,0.000070085065,0.0020797676,0.0059979022,0.3138985,0.0015552605,0.0024794282,0.0022436827,0.000081423554],"about_ca_topic_score_codex":0.024817465,"about_ca_topic_score_gemma":0.025894504,"teacher_disagreement_score":0.024817465,"about_ca_system_score_codex":0.00097558746,"about_ca_system_score_gemma":0.00043224238,"threshold_uncertainty_score":0.04934603},"labels":[],"label_agreement":null},{"id":"W2796368351","doi":"10.30997/jms.v3i2.891","title":"Analisis Manfaat Biaya Program Orang Tua Asuh Pohon Mangrove Di Wilayah Pesisir Karawang","year":2017,"lang":"id","type":"article","venue":"Jurnal Mina Sains","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Mangrove; Biology; Geography; Ecology","score_opus":0.015402901769279007,"score_gpt":0.26485053513000195,"score_spread":0.24944763336072295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796368351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808352,0.0006046545,0.0013113194,0.00014451618,0.000023954197,0.00014550539,0.0019079938,0.000040618805,0.014986246],"genre_scores_gemma":[0.97170717,0.0006475128,0.0029723372,0.000119884564,0.000008806358,0.00018241255,0.0011225338,0.00003127334,0.02320806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943167,0.00009030919,0.000038962335,0.00013888109,0.00018519572,0.00011505492],"domain_scores_gemma":[0.9992084,0.00022208098,0.00014558955,0.00003620846,0.00029586538,0.00009190138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005103442,0.0003128126,0.00027588446,0.00074056664,0.00063246104,0.0011326008,0.00025364995,0.00029840876,0.005376843],"category_scores_gemma":[0.0006923477,0.00013739525,0.00038964715,0.0011038071,0.0003079896,0.0005181743,0.0004910818,0.0004807053,0.00063240115],"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":[0.0014910145,0.000823221,0.68616676,0.0016100178,0.0003029996,0.00081085745,0.011087515,0.00083077693,0.16945902,0.0012999788,0.0022833417,0.12383454],"study_design_scores_gemma":[0.0000071981776,0.00046344235,0.9469199,0.0000784584,0.000114737704,0.00014973083,0.011861845,0.0003729298,0.017535906,0.00020755421,0.022266032,0.000022262719],"about_ca_topic_score_codex":0.021224294,"about_ca_topic_score_gemma":0.056380175,"teacher_disagreement_score":0.021224294,"about_ca_system_score_codex":0.0007717818,"about_ca_system_score_gemma":0.0009963285,"threshold_uncertainty_score":0.04220152},"labels":[],"label_agreement":null},{"id":"W2884959324","doi":"10.1126/science.361.6400.318","title":"Study of ‘sea nomads’ under fire in Indonesia","year":2018,"lang":"en","type":"letter","venue":"Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Indonesian; Geography; Political science; Philosophy; Linguistics","score_opus":0.015485387025489027,"score_gpt":0.2349715756795644,"score_spread":0.21948618865407538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884959324","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81586343,0.0015873532,0.00034048423,0.16646011,0.0022390543,0.00013198676,0.00031428397,0.000009588245,0.01305372],"genre_scores_gemma":[0.7583326,0.002461796,0.00044710177,0.21695025,0.0015101858,0.0002552289,0.000102421225,0.000028666134,0.019911623],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983523,0.0009477956,0.00009855736,0.00012612386,0.00012318496,0.00035207305],"domain_scores_gemma":[0.99666995,0.0012120601,0.0005079168,0.00016819035,0.00029825149,0.0011436387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003047632,0.0001881279,0.00041508544,0.00024545583,0.0069063297,0.0015527768,0.0007880211,0.004239825,0.0027400607],"category_scores_gemma":[0.005751814,0.00028598626,0.00026340227,0.00035136074,0.0021201991,0.0014375767,0.0014247043,0.008166639,0.00053568603],"study_design_candidate":"not_applicable","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":[0.0008833433,0.0009109209,0.35687697,0.000543403,0.00013733731,0.062095795,0.30269068,0.00008672295,0.0024225323,0.0073388475,0.22475691,0.041256603],"study_design_scores_gemma":[0.00008070321,0.0006858758,0.24721172,0.000939099,0.000075514115,0.021893911,0.5855499,0.00019566578,0.00088768324,0.00277357,0.13962898,0.00007742419],"about_ca_topic_score_codex":0.031721577,"about_ca_topic_score_gemma":0.083394304,"teacher_disagreement_score":0.031721577,"about_ca_system_score_codex":0.0014926327,"about_ca_system_score_gemma":0.0028976735,"threshold_uncertainty_score":0.06307393},"labels":[],"label_agreement":null},{"id":"W2901196455","doi":"10.51200/bjomsa.v1i0.985","title":"Achieving sustainable coastal environment in Langkawi, Malaysia","year":2017,"lang":"en","type":"article","venue":"Borneo Journal of Marine Science and Aquaculture (BJoMSA)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":9,"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":"","keywords":"Environmental science; Pollution; Sediment; Effluent; Environmental protection; Environmental engineering; Ecology","score_opus":0.006755530319585133,"score_gpt":0.21668412475920068,"score_spread":0.20992859443961553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901196455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9359885,0.007591041,0.0027085852,0.004766587,0.00009668811,0.0002552981,0.00052051374,0.000111419344,0.04796137],"genre_scores_gemma":[0.9663458,0.0068802307,0.0067564715,0.00056731893,0.000019592455,0.00011537704,0.00034889745,0.000012570337,0.018953811],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99980193,0.00005222163,0.000027195849,0.000024599787,0.000046983896,0.000047129477],"domain_scores_gemma":[0.9997589,0.000031818883,0.000078253666,0.000013984743,0.000043442928,0.00007353811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054271857,0.00047545962,0.00012898141,0.00049357326,0.0008395936,0.001788455,0.0004811835,0.00053313584,0.0018762791],"category_scores_gemma":[0.0003848198,0.00028065988,0.00019703974,0.0007741282,0.00056107214,0.0012491548,0.0012732465,0.00044975468,0.0005645706],"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":[0.00059955835,0.0007858017,0.37591898,0.0061575873,0.00019798704,0.019070677,0.016783139,0.008818141,0.054629654,0.029679598,0.014668453,0.47269037],"study_design_scores_gemma":[0.000082809536,0.0011936948,0.5562551,0.0025055432,0.00014972607,0.010992878,0.04391544,0.008178443,0.025963215,0.0072063943,0.34331083,0.00024598397],"about_ca_topic_score_codex":0.013742619,"about_ca_topic_score_gemma":0.027981427,"teacher_disagreement_score":0.013742619,"about_ca_system_score_codex":0.0014279914,"about_ca_system_score_gemma":0.006511323,"threshold_uncertainty_score":0.027325273},"labels":[],"label_agreement":null},{"id":"W2903291427","doi":"10.5539/jsd.v11n6p142","title":"The Study of Dynamic of Coastal Resource Community-Based Management in Wabula Village of Buton Regency","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Community management; Environmental resource management; Resource management (computing); Ecosystem management; Resource (disambiguation); Business; Government (linguistics); Adaptive management; Ecology; Ecosystem; Management; Computer science; Economics","score_opus":0.007093029518131422,"score_gpt":0.22305762758937797,"score_spread":0.21596459807124654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903291427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945866,0.00010306184,0.0001793162,0.0004780402,0.000008458492,0.000032688808,0.00001804559,0.000003250758,0.0045905053],"genre_scores_gemma":[0.99770266,0.000055849003,0.00012636412,0.000039781917,0.000002478451,0.000017425622,0.000012203133,0.0000018491113,0.0020414335],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992275,0.00036901014,0.000018685809,0.00008879805,0.00008062456,0.00021534912],"domain_scores_gemma":[0.99919134,0.00027343121,0.0001341935,0.00003032902,0.000089106,0.00028156734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087071036,0.00013377862,0.00017626767,0.0006799044,0.005367095,0.0014648569,0.0008748373,0.00047563802,0.003912898],"category_scores_gemma":[0.0014209719,0.00016397095,0.00010931849,0.00068054756,0.0030566033,0.0010580452,0.0020159003,0.0005858687,0.00014631628],"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":[0.000054442447,0.0001811437,0.09171445,0.0002148039,0.000012736369,0.005641055,0.86601794,0.00017188607,0.0029089132,0.0074273096,0.0019352525,0.023720054],"study_design_scores_gemma":[0.0000035934831,0.000062436455,0.101235695,0.00007917577,0.0000055191767,0.0004077822,0.8834568,0.00023061459,0.0002528013,0.0006292285,0.013623349,0.000012959774],"about_ca_topic_score_codex":0.029580154,"about_ca_topic_score_gemma":0.09317101,"teacher_disagreement_score":0.029580154,"about_ca_system_score_codex":0.0034637067,"about_ca_system_score_gemma":0.0030998988,"threshold_uncertainty_score":0.058815956},"labels":[],"label_agreement":null},{"id":"W2908207436","doi":"10.20961/bioedukasi-uns.v11i2.22842","title":"Reorientasi Pembelajaran Sains Berbasis Literasi Kelautan","year":2018,"lang":"id","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"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":"","keywords":"Curriculum; Government (linguistics); Indonesian government; Literacy; Scientific literacy; Indonesian; Mathematics education; Oceanography; Science education; Geography; Pedagogy; Political science; Sociology; Psychology; Geology","score_opus":0.1341385574425432,"score_gpt":0.49651324881300973,"score_spread":0.3623746913704665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908207436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5212887,0.030693823,0.0034761059,0.057202704,0.0028543563,0.00015441823,0.00020080942,0.000401467,0.38372773],"genre_scores_gemma":[0.8978919,0.014451884,0.004406743,0.0040918076,0.00022533246,0.00007695199,0.00020610869,0.00010748898,0.07854177],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99955744,0.00013506517,0.000028653094,0.00005794601,0.00010024584,0.00012070618],"domain_scores_gemma":[0.9995753,0.00007497661,0.000049213977,0.000024453602,0.00014188387,0.0001341129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007532677,0.00063603936,0.00033282948,0.000558715,0.0031419531,0.0045306548,0.00039063886,0.00091773574,0.009757389],"category_scores_gemma":[0.0006646902,0.00021258046,0.00022085618,0.00054788153,0.0011742327,0.002340893,0.0022119726,0.0020073748,0.003298877],"study_design_candidate":"theoretical_or_conceptual","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":[0.00025835313,0.0009870526,0.04590437,0.0020674204,0.000056864093,0.007915621,0.12018899,0.0009642993,0.011581782,0.097895,0.109322004,0.6028582],"study_design_scores_gemma":[0.00002466713,0.00021755518,0.039232146,0.0012408714,0.000048263482,0.0034651519,0.12739675,0.0008794078,0.002989067,0.010335315,0.8141013,0.00006953409],"about_ca_topic_score_codex":0.0044571627,"about_ca_topic_score_gemma":0.007517586,"teacher_disagreement_score":0.009757389,"about_ca_system_score_codex":0.0019742702,"about_ca_system_score_gemma":0.003460553,"threshold_uncertainty_score":0.03264177},"labels":[],"label_agreement":null},{"id":"W2912387854","doi":"10.35800/akulturasi.6.11.2018.21523","title":"ANALISIS TINGKAT PENDAPATAN MASYARAKAT NELAYAN SOMA PAJEKO DI KECAMATAN SALIBABU KABUPATEN KEPULAUAN TALAUD SULAWESI UTARA","year":2018,"lang":"en","type":"article","venue":"AKULTURASI (Jurnal Ilmiah Agrobisnis Perikanan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Fishing; Geography; Livelihood; Fishery; Lagging; Artisanal fishing; Poverty; Marine protected area; Socioeconomics; Economic growth; Habitat; Ecology; Economics; Agriculture","score_opus":0.008180988250060703,"score_gpt":0.21617572579079022,"score_spread":0.20799473754072953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912387854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800771,0.002368127,0.00039224167,0.00078637805,0.00009567747,0.00011584462,0.0025067066,0.000022777354,0.013635306],"genre_scores_gemma":[0.9792326,0.002144237,0.0007641168,0.00043864036,0.000030733238,0.000107945714,0.002145663,0.00001698651,0.015119108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99953175,0.00006243025,0.000052186762,0.00008132538,0.00014315239,0.00012921657],"domain_scores_gemma":[0.9994265,0.000052955504,0.00011201736,0.00002436066,0.00028803508,0.0000961744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005924645,0.00033496224,0.00031465958,0.0014130722,0.0011069372,0.0010440388,0.0005866404,0.00037745704,0.009684895],"category_scores_gemma":[0.00094835646,0.00022512788,0.00041177214,0.0017139299,0.0004894615,0.00051279843,0.00065445487,0.0006782063,0.0013859193],"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":[0.00016580914,0.00019437405,0.9427613,0.00069558714,0.000117369695,0.0026564714,0.010543597,0.00010660717,0.0033635066,0.0008269784,0.0075887046,0.030979613],"study_design_scores_gemma":[0.0000048388233,0.000121562705,0.9381035,0.00031818962,0.00009076199,0.0018494498,0.03773133,0.00024859078,0.0010035646,0.00016875796,0.020337442,0.000022059266],"about_ca_topic_score_codex":0.06601239,"about_ca_topic_score_gemma":0.13086171,"teacher_disagreement_score":0.06601239,"about_ca_system_score_codex":0.0010979024,"about_ca_system_score_gemma":0.0021252816,"threshold_uncertainty_score":0.13125628},"labels":[],"label_agreement":null},{"id":"W2915340411","doi":"10.1088/1755-1315/239/1/012039","title":"Ecological and Socio-economic Sustainability of Ornamental Fish Business in Minapolitan Area of Blitar Regency, East Java, Indonesia","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Sustainability; Resource (disambiguation); Business; Fishery; Environmental resource management; Ornamental plant; Quality (philosophy); Ecology; Economics; Computer science","score_opus":0.006738003229598241,"score_gpt":0.18451626308148777,"score_spread":0.17777825985188953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915340411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99665314,0.00007714482,0.000042421376,0.00019617168,0.0000021529488,0.000006663195,0.00008165379,0.000001227117,0.0029394561],"genre_scores_gemma":[0.9988556,0.00009565493,0.00008538092,0.000021214839,0.0000013975846,0.0000062352306,0.00006404377,9.109854e-7,0.0008694683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99983764,0.000034143406,0.000011809912,0.000020685533,0.00003585454,0.000059887952],"domain_scores_gemma":[0.9996313,0.000055090848,0.00012334253,0.000010174022,0.000061822044,0.00011828095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030280274,0.00011073719,0.000090620146,0.00059338374,0.0006046431,0.0011156895,0.00020696207,0.00014038626,0.001799711],"category_scores_gemma":[0.00047345497,0.0000854773,0.00012902878,0.00083412044,0.0004370737,0.00053143344,0.000703138,0.00030095503,0.00012251268],"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":[0.000041027644,0.00015139453,0.9723798,0.00006573566,0.000023330454,0.0008653131,0.0039051084,0.00035146193,0.00077504496,0.0012870695,0.0009918036,0.019162966],"study_design_scores_gemma":[0.0000013849534,0.000020112144,0.9857172,0.000028304303,0.000006973251,0.00012202629,0.011970262,0.00042207228,0.0001248954,0.0001795892,0.0014037822,0.0000034165137],"about_ca_topic_score_codex":0.0282386,"about_ca_topic_score_gemma":0.06958808,"teacher_disagreement_score":0.0282386,"about_ca_system_score_codex":0.0017510944,"about_ca_system_score_gemma":0.0013619433,"threshold_uncertainty_score":0.05614847},"labels":[],"label_agreement":null},{"id":"W2931873119","doi":"10.26760/rekaracana.v4i2.94","title":"Analisis Karakteristik Gelombang di Perairan Pulau Enggano, Bengkulu. (Hal. 94-103)","year":2018,"lang":"id","type":"article","venue":"RekaRacana Jurnal Teknil Sipil","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Environmental science","score_opus":0.010238549880608043,"score_gpt":0.22516919936859192,"score_spread":0.21493064948798388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931873119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93492407,0.0063861427,0.0044702217,0.0010730017,0.0003067843,0.00041703327,0.016715068,0.00029040434,0.035417248],"genre_scores_gemma":[0.9153529,0.0033023516,0.0103885215,0.00035855317,0.00004886082,0.00045234573,0.00923086,0.00018966476,0.060675953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903095,0.00016585716,0.00007907537,0.00020676327,0.00040871292,0.000108654946],"domain_scores_gemma":[0.99827206,0.00062441017,0.00027431734,0.00008988119,0.00063720264,0.00010215261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010794953,0.00062316674,0.00046800476,0.0019472223,0.0011831862,0.001773578,0.0006058265,0.0006629631,0.019327015],"category_scores_gemma":[0.0029016535,0.0003926784,0.0006642166,0.003384333,0.00056205783,0.0008574128,0.000758734,0.00086090155,0.004643333],"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":[0.0019078495,0.0006307845,0.6648935,0.0024000872,0.00042553397,0.002868332,0.015121121,0.00089371024,0.050150212,0.002208813,0.022479841,0.2360202],"study_design_scores_gemma":[0.00001926347,0.00046919333,0.8780877,0.0003637309,0.00025227893,0.0014039046,0.021747658,0.00080337864,0.022040285,0.0011524726,0.07357806,0.000082109604],"about_ca_topic_score_codex":0.02411584,"about_ca_topic_score_gemma":0.03578298,"teacher_disagreement_score":0.02411584,"about_ca_system_score_codex":0.0009217405,"about_ca_system_score_gemma":0.0010206545,"threshold_uncertainty_score":0.064655304},"labels":[],"label_agreement":null},{"id":"W2942713826","doi":"10.35791/agrsosek.13.3a.2017.18031","title":"EVALUASI PELAKSANAAN PROGRAM PENGEMBANGAN KAWASAN MINAPOLITAN DENGAN MODEL CIPP (CONTEX, INPUT, PROCESS, PRODUCT) DI KOTA BITUNG","year":2017,"lang":"en","type":"article","venue":"AGRI-SOSIOEKONOMI","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Context (archaeology); Product (mathematics); Port (circuit theory); Fishing; Process (computing); Decree; Business; Computer science; Fishery; Engineering; Geography; Mathematics","score_opus":0.02218058553915541,"score_gpt":0.2795280819849893,"score_spread":0.2573474964458339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942713826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81386095,0.0016828555,0.018794706,0.0030744795,0.00010333218,0.0029738108,0.0010180982,0.0003507128,0.15814105],"genre_scores_gemma":[0.9591004,0.0013781762,0.017529441,0.00019428719,0.000011044825,0.00144152,0.00065587065,0.00006052397,0.019628543],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974349,0.0010673822,0.00016799485,0.0002306227,0.0007668832,0.0003321046],"domain_scores_gemma":[0.99682236,0.00077015813,0.0003729073,0.00026863042,0.0013033071,0.00046259974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030585492,0.00055707427,0.00024837995,0.000789997,0.0012595694,0.0037107365,0.0007816543,0.00041761406,0.009267032],"category_scores_gemma":[0.0037396532,0.00023709211,0.000353801,0.0014563806,0.0007293299,0.0022694708,0.0031646972,0.0010199765,0.0010264585],"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":[0.0010573416,0.0030101764,0.14789648,0.0055403756,0.00019694274,0.0016057957,0.025640031,0.012638785,0.0140383085,0.03850841,0.015608194,0.73425925],"study_design_scores_gemma":[0.00025770973,0.004671775,0.3795986,0.0038872543,0.0006406896,0.0011272837,0.11918474,0.018080743,0.029528104,0.012741027,0.4300559,0.00022627796],"about_ca_topic_score_codex":0.0065763067,"about_ca_topic_score_gemma":0.013120142,"teacher_disagreement_score":0.009267032,"about_ca_system_score_codex":0.004528135,"about_ca_system_score_gemma":0.0110771945,"threshold_uncertainty_score":0.03285408},"labels":[],"label_agreement":null},{"id":"W2944508921","doi":"10.24817/jkk.v0i0.5142","title":"Dampak Klorofluorokarbon Terhadap Lingkungan Hidup","year":2014,"lang":"id","type":"article","venue":"Jurnal Kimia dan Kemasan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Ozone layer; Greenhouse gas; Ozone depletion; Montreal Protocol; Atmosphere (unit); Ozone; Environmental science; Layer (electronics); Ultraviolet; Greenhouse effect; Environmental protection; Astrobiology; Meteorology; Global warming; Climate change; Geography; Chemistry; Oceanography; Geology; Physics","score_opus":0.007882234915328705,"score_gpt":0.20591680290142195,"score_spread":0.19803456798609323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944508921","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17998214,0.5888542,0.007659859,0.015592301,0.008251125,0.00030118992,0.0013709408,0.0010838832,0.19690436],"genre_scores_gemma":[0.49420694,0.26448545,0.009541184,0.0054812515,0.0011933362,0.00025460232,0.0011796494,0.000242324,0.22341526],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998684,0.00002614942,0.000013552176,0.00003134939,0.000038954684,0.000021512697],"domain_scores_gemma":[0.9998865,0.000031403823,0.000017252765,0.000008291874,0.00003152902,0.000024910914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036567173,0.00035158318,0.0004724534,0.00044865697,0.00069642806,0.0011409296,0.0003527215,0.0007358816,0.033912096],"category_scores_gemma":[0.00026444223,0.00014049257,0.00029580452,0.00039884736,0.00033208495,0.00066574226,0.00062268524,0.0015167494,0.0061921976],"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":[0.0013967098,0.0007238703,0.0017034558,0.004521138,0.00007733165,0.0019024456,0.00053221494,0.00020609447,0.045832485,0.0050183893,0.029431673,0.90865415],"study_design_scores_gemma":[0.00031031566,0.0012327465,0.009927919,0.0011139634,0.00024036414,0.0040328694,0.00092653657,0.00031199015,0.047139496,0.0023537108,0.9323528,0.000057350037],"about_ca_topic_score_codex":0.0012109736,"about_ca_topic_score_gemma":0.0019970054,"teacher_disagreement_score":0.033912096,"about_ca_system_score_codex":0.00041085386,"about_ca_system_score_gemma":0.0008935431,"threshold_uncertainty_score":0.11344725},"labels":[],"label_agreement":null},{"id":"W2947175492","doi":"10.5539/jsd.v12n3p82","title":"The Poverty Puddles of the Cage Fishing Community at Limboto Lake Coast, Indonesia","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fishing; Poverty; Natural resource; Business; Government (linguistics); Fishery; Tourism; Economic growth; Natural resource economics; Geography; Socioeconomics; Economics; Political science","score_opus":0.0063853593462505995,"score_gpt":0.18513972971687812,"score_spread":0.17875437037062752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947175492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977228,0.00014456474,0.000032268752,0.00026244132,0.0000030554136,0.0000119772785,0.000032439595,0.0000011901486,0.0017891781],"genre_scores_gemma":[0.99783736,0.00048366326,0.00010079696,0.00011077277,0.000003058849,0.000030320232,0.000044253637,0.000001449733,0.001388392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99983084,0.000037337613,0.00001125346,0.00001754221,0.000037432623,0.00006565071],"domain_scores_gemma":[0.9997578,0.000043190434,0.000069700145,0.0000049902333,0.000038601473,0.00008571849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028201094,0.00017636536,0.00018582384,0.0006276895,0.0028008898,0.0008199286,0.00032620403,0.00029008588,0.0024163267],"category_scores_gemma":[0.0004596289,0.00017230536,0.00009098163,0.0006587238,0.0007367553,0.00069808797,0.0012011504,0.0003699714,0.0001406553],"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":[0.00008170608,0.00025751776,0.63161737,0.0005618961,0.000025164665,0.012487983,0.29550743,0.00009958686,0.0029212553,0.0013885704,0.0033785892,0.051672913],"study_design_scores_gemma":[0.0000039426045,0.00008371968,0.44446406,0.00018567532,0.000013331986,0.0014804387,0.54705375,0.000176517,0.00023051749,0.00028340158,0.0060081403,0.00001638379],"about_ca_topic_score_codex":0.02266128,"about_ca_topic_score_gemma":0.07156808,"teacher_disagreement_score":0.02266128,"about_ca_system_score_codex":0.0011732191,"about_ca_system_score_gemma":0.0023310592,"threshold_uncertainty_score":0.045058727},"labels":[],"label_agreement":null},{"id":"W2950196546","doi":"10.33772/jsl.v4i1.6805","title":"STRUKTUR KOMUNITAS MAKROALGA DI PERAIRAN DESA LANGARA BAJO KONAWE KEPULAUAN","year":2019,"lang":"id","type":"article","venue":"Jurnal Sapa Laut (Jurnal Ilmu Kelautan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Langara College","funders":"","keywords":"Physics; Biology; Botany","score_opus":0.008281699189025117,"score_gpt":0.21040291515033124,"score_spread":0.20212121596130614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950196546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.943194,0.0013227322,0.0078050173,0.00035353834,0.00013978826,0.000121896286,0.02470365,0.0005984782,0.021760961],"genre_scores_gemma":[0.9512782,0.00111664,0.009421273,0.00016847975,0.000026622789,0.00022506197,0.024231447,0.00022792438,0.01330432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993906,0.000034844103,0.000048021753,0.00018470467,0.000239081,0.00010276236],"domain_scores_gemma":[0.99917704,0.00010658918,0.000114205264,0.00009273699,0.00041541905,0.00009391206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051119825,0.00054045185,0.0007127373,0.0011157272,0.0011709438,0.0018837568,0.00045308247,0.0005812371,0.006928749],"category_scores_gemma":[0.0007933121,0.00043609322,0.0010101497,0.0021767407,0.0004736486,0.0012016171,0.0011506891,0.00086409674,0.0030082203],"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":[0.0016567373,0.00024856997,0.50558466,0.002051383,0.0004449855,0.00077663636,0.003782142,0.005225716,0.3015036,0.0014176583,0.011045652,0.16626218],"study_design_scores_gemma":[0.000023983459,0.00018627931,0.8921192,0.0001316986,0.00022636908,0.00030200207,0.0041249637,0.00345769,0.057709314,0.0007983024,0.04083447,0.00008576447],"about_ca_topic_score_codex":0.017836947,"about_ca_topic_score_gemma":0.037303,"teacher_disagreement_score":0.017836947,"about_ca_system_score_codex":0.0010303338,"about_ca_system_score_gemma":0.0010663733,"threshold_uncertainty_score":0.035466254},"labels":[],"label_agreement":null},{"id":"W2965028556","doi":"10.35800/akulturasi.7.1.2019.24396","title":"KONDISI SOSIAL EKONOMI NELAYAN DI DESA BULAWAN II, KECAMATAN KOTABUNAN, KABUPATEN BOLAANG MONGONDOW TIMUR","year":2019,"lang":"id","type":"article","venue":"AKULTURASI (Jurnal Ilmiah Agrobisnis Perikanan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","score_opus":0.005680998076056798,"score_gpt":0.1936126749004361,"score_spread":0.1879316768243793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965028556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77610475,0.006571004,0.003056847,0.005182604,0.00039962574,0.00019657135,0.0025537529,0.0001502409,0.20578457],"genre_scores_gemma":[0.81187856,0.0037560628,0.003421314,0.000496208,0.000041762436,0.00011603188,0.0014341341,0.00006204015,0.1787938],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999488,0.000080511025,0.000024334247,0.000083574865,0.00011806566,0.0002054921],"domain_scores_gemma":[0.99959034,0.00005059149,0.000063287145,0.000033827775,0.00012902403,0.00013293258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059920165,0.0004452008,0.00029805902,0.00076444785,0.0025117574,0.0022588917,0.0004112608,0.0005328272,0.020062126],"category_scores_gemma":[0.0006313397,0.0002758195,0.00033230727,0.0013663403,0.0008196653,0.0010260243,0.0023629598,0.0007538889,0.003017301],"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":[0.0008146914,0.00027688043,0.37724742,0.0018246543,0.00024073345,0.0029200749,0.058983687,0.0011718563,0.029445345,0.044880453,0.03197896,0.45021522],"study_design_scores_gemma":[0.000023429187,0.00019111388,0.4556091,0.0005466275,0.000072544775,0.00074697245,0.053762563,0.00028475,0.004530165,0.0024141648,0.48173308,0.0000854488],"about_ca_topic_score_codex":0.0792909,"about_ca_topic_score_gemma":0.24996194,"teacher_disagreement_score":0.0792909,"about_ca_system_score_codex":0.003272348,"about_ca_system_score_gemma":0.007661193,"threshold_uncertainty_score":0.15765876},"labels":[],"label_agreement":null},{"id":"W2972206074","doi":"10.24198/jaki.v3i2.23400","title":"Produktivitas dan Pola Musim Penangkapan Tuna Madidihang (Thunnus albacares) di Wilayah Pengelolaan Perikanan 573","year":2018,"lang":"id","type":"article","venue":"Akuatika Indonesia","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Tuna; Physics; Biology; Fishery; Fish <Actinopterygii>","score_opus":0.011299087966547947,"score_gpt":0.22251893086017818,"score_spread":0.21121984289363024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972206074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9152006,0.010100826,0.0042832755,0.00045812878,0.00014271343,0.00014404894,0.0018889325,0.00021291956,0.06756854],"genre_scores_gemma":[0.9043263,0.0057442957,0.0063684448,0.0002459862,0.00003853692,0.00009120396,0.0018011818,0.00011101772,0.08127305],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996569,0.000033780347,0.000022177921,0.00008347157,0.00015095662,0.00005269831],"domain_scores_gemma":[0.9997732,0.000029365618,0.000048467275,0.000016140952,0.00008371671,0.000049130995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031765623,0.0007156272,0.0004024793,0.00076256087,0.00067200337,0.0019941384,0.00030236482,0.0003887259,0.008607735],"category_scores_gemma":[0.00022420955,0.0002902765,0.0005602148,0.00075059076,0.00037842858,0.00055502297,0.00063022244,0.000705657,0.0020796184],"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":[0.00074378366,0.00035694175,0.020184407,0.0012804306,0.00013150892,0.0005430963,0.0008062438,0.00065299834,0.8158757,0.0009888104,0.0014127252,0.15702341],"study_design_scores_gemma":[0.00006255465,0.0028219642,0.26789045,0.00043314954,0.00047098135,0.0012231213,0.0029090007,0.0011284547,0.5648132,0.0009231098,0.15722652,0.00009752313],"about_ca_topic_score_codex":0.007495348,"about_ca_topic_score_gemma":0.01705601,"teacher_disagreement_score":0.008607735,"about_ca_system_score_codex":0.000985664,"about_ca_system_score_gemma":0.0006815344,"threshold_uncertainty_score":0.028795779},"labels":[],"label_agreement":null},{"id":"W2976092930","doi":"10.24843/bum.2019.v18.i03.p09","title":"Upaya Peningkatan Produktivitas dan Keuntungan Hasil Tangkap dengan Mengubah Nelayan Buruh Menjadi Nelayan Pemilik","year":2019,"lang":"id","type":"article","venue":"Buletin Udayana Mengabdi","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.00686039147889807,"score_gpt":0.20098028443437177,"score_spread":0.1941198929554737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976092930","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29244733,0.0062148278,0.028087225,0.009395568,0.0009018157,0.0006694743,0.0025695337,0.0017329018,0.6579814],"genre_scores_gemma":[0.48593357,0.006242759,0.03163297,0.0013531302,0.00018607953,0.0005068611,0.0016724822,0.0005568267,0.47191533],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99917537,0.00015290827,0.000042738284,0.00016575068,0.00027143565,0.00019169321],"domain_scores_gemma":[0.9987312,0.0002180988,0.00013693227,0.0001557404,0.00042835617,0.00032970682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011170156,0.0006434065,0.00038160902,0.0011195105,0.0018914263,0.0038891807,0.00073033664,0.0006913874,0.03944411],"category_scores_gemma":[0.001325136,0.00032320162,0.00056136877,0.0012622897,0.0009487555,0.0018015484,0.0025644042,0.0015217114,0.0063430886],"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":[0.00077210926,0.0014425608,0.031418107,0.0024835917,0.00013047497,0.0010203611,0.013603191,0.0016995121,0.061866574,0.05536596,0.037373263,0.7928243],"study_design_scores_gemma":[0.000048182585,0.00082606415,0.04436837,0.0005532694,0.00014452936,0.0004944075,0.008113783,0.00064858433,0.025625419,0.0061751604,0.9129361,0.00006616386],"about_ca_topic_score_codex":0.014201363,"about_ca_topic_score_gemma":0.028733753,"teacher_disagreement_score":0.03944411,"about_ca_system_score_codex":0.0027155005,"about_ca_system_score_gemma":0.006974269,"threshold_uncertainty_score":0.13195372},"labels":[],"label_agreement":null},{"id":"W2979623671","doi":"10.5539/enrr.v9n4p1","title":"The First Steps in Examining of Carbon Absorption and Nutrient Salt Filtering Capability of Rhodomelaceae Laurencia Papillosa Seaweed over Some Typical Island Communes in Vietnam Coastal Area","year":2019,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nutrient; Rhodomelaceae; Geography; Algae; Biomass (ecology); Viet nam; Ecology; Biology","score_opus":0.015017932793410316,"score_gpt":0.23953445930908956,"score_spread":0.22451652651567924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979623671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99854654,0.00014912574,0.00019071891,0.00001584414,0.0000026082157,0.000011147363,0.00018079649,0.0000051309444,0.0008979721],"genre_scores_gemma":[0.99575186,0.00019862785,0.0012157352,0.000039242575,0.000002620453,0.000031380085,0.00036208355,0.000005075334,0.0023934646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994874,0.000003241366,0.0000047365465,0.000020822985,0.000009676027,0.000012824289],"domain_scores_gemma":[0.99985564,0.00001791039,0.000032882614,0.000008170826,0.000058054356,0.00002731691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119694865,0.00021888017,0.00023556779,0.00027000817,0.00045782494,0.00038464266,0.00013735045,0.00016561455,0.0006908489],"category_scores_gemma":[0.00012070523,0.000104898485,0.00032420768,0.0003367468,0.00012961934,0.00032473044,0.00017246266,0.0002718092,0.00010030045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032057302,0.00016493518,0.3146956,0.00024272242,0.000051069597,0.00067224575,0.0024454377,0.0002926189,0.6691714,0.00012340253,0.00016913403,0.011650926],"study_design_scores_gemma":[0.0000037114398,0.00041794297,0.97412294,0.000009510241,0.00002466336,0.00018320522,0.002466682,0.00038089743,0.020874668,0.00003403979,0.001468594,0.00001319192],"about_ca_topic_score_codex":0.027334286,"about_ca_topic_score_gemma":0.06252052,"teacher_disagreement_score":0.027334286,"about_ca_system_score_codex":0.00031993448,"about_ca_system_score_gemma":0.00028559906,"threshold_uncertainty_score":0.054350317},"labels":[],"label_agreement":null},{"id":"W2990039628","doi":"10.9734/ajbgmb/2019/v2i330063","title":"Contamination of Tributyltin Compounds on Shellfish Uses Tolerable Average Residue Levels on Pulau Pramuka Kepulauan Seribu","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Biochemistry Genetics and Molecular Biology","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Tributyltin; Shellfish; Perna viridis; Contamination; Fishery; Biology; Environmental chemistry; Environmental science; Ecology; Aquatic animal; Mussel; Chemistry; Fish <Actinopterygii>","score_opus":0.0054868340102940776,"score_gpt":0.22298666582899754,"score_spread":0.21749983181870347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990039628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989543,0.00008501071,0.00006920279,0.000010206194,0.0000011662006,0.0000058439014,0.00014763654,0.0000035216274,0.00072313665],"genre_scores_gemma":[0.9979703,0.0002419379,0.00033578093,0.00002000735,0.0000016907908,0.0000130817325,0.0002555127,0.0000019454499,0.0011598077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990106,0.000013752132,0.000008293767,0.000025333657,0.00003351568,0.000018022234],"domain_scores_gemma":[0.99980587,0.000034015633,0.00009321293,0.000008332973,0.000041526066,0.000017148071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010960898,0.00024986637,0.00015343446,0.0007672485,0.00045844354,0.0004259796,0.0002202495,0.0001632885,0.0015536604],"category_scores_gemma":[0.00021622817,0.00016759218,0.00016290066,0.00070273946,0.0003052753,0.00020301579,0.0003120676,0.00018406886,0.00017275958],"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":[0.00020978066,0.00012187065,0.9156114,0.00031004133,0.00007158546,0.0020279307,0.0049742386,0.00030084673,0.04460546,0.00019066768,0.00022743802,0.03134869],"study_design_scores_gemma":[0.0000014306258,0.0003136152,0.9949915,0.000025739275,0.000017569726,0.00040460518,0.0015874545,0.00013017925,0.0016100976,0.000030149395,0.0008830385,0.000004568983],"about_ca_topic_score_codex":0.013532143,"about_ca_topic_score_gemma":0.042585645,"teacher_disagreement_score":0.013532143,"about_ca_system_score_codex":0.0002833207,"about_ca_system_score_gemma":0.00037710494,"threshold_uncertainty_score":0.026906729},"labels":[],"label_agreement":null},{"id":"W2998425990","doi":"10.30908/bilp.v13i2.423","title":"ANALISIS PEMANGKU KEPENTINGAN RANTAI PASOK RUMPUT LAUT INDONESIA BERBASIS SISTEM RESI GUDANG","year":2019,"lang":"id","type":"article","venue":"Buletin Ilmiah Litbang Perdagangan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Physics; Mathematics","score_opus":0.005720016277624341,"score_gpt":0.19727841954097514,"score_spread":0.1915584032633508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998425990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8892888,0.008664511,0.0071693887,0.0014904134,0.00030204598,0.00027779312,0.0031686511,0.00026256515,0.08937583],"genre_scores_gemma":[0.9282168,0.004757203,0.006030277,0.0005828983,0.00004177716,0.00015617393,0.0018969328,0.0001848315,0.058133006],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982874,0.00026857684,0.00013335457,0.0003205768,0.0007404049,0.00024954646],"domain_scores_gemma":[0.9980149,0.00058155943,0.00030215163,0.00010382839,0.0008795375,0.000117904245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012782387,0.0007375108,0.00079313753,0.0011725723,0.0013640021,0.003248567,0.000580819,0.000813329,0.01211739],"category_scores_gemma":[0.0020516757,0.00034531922,0.00078459416,0.0013481202,0.00061649515,0.0016210782,0.000916646,0.0014892168,0.0034767091],"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":[0.003853859,0.0013644481,0.25837582,0.008621691,0.00062321057,0.0062374985,0.021315869,0.0050981254,0.2847103,0.009013183,0.0212727,0.3795133],"study_design_scores_gemma":[0.00003743929,0.0017491264,0.4494666,0.0014502808,0.00078439683,0.0029119872,0.060462892,0.0057142195,0.1859222,0.0034857963,0.287759,0.0002559685],"about_ca_topic_score_codex":0.010663672,"about_ca_topic_score_gemma":0.019696921,"teacher_disagreement_score":0.01211739,"about_ca_system_score_codex":0.001083514,"about_ca_system_score_gemma":0.0014335677,"threshold_uncertainty_score":0.0405367},"labels":[],"label_agreement":null},{"id":"W2998810131","doi":"10.5539/jms.v10n1p15","title":"Policy Implementation of Fisheries Economic Empowerment and Economic Resilience in the Long-Term of Sustainable Development in Kupang City, Indonesia","year":2020,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empowerment; Psychological resilience; Government (linguistics); Sustainable development; Economic growth; Business; Economics; Political science","score_opus":0.006877982489052,"score_gpt":0.24463703206773418,"score_spread":0.23775904957868219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998810131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9680444,0.00041422364,0.0011277697,0.005291329,0.000027190837,0.00010999904,0.00010359958,0.000010546195,0.02487102],"genre_scores_gemma":[0.99712235,0.00020824582,0.00057146355,0.00018375755,0.0000018987,0.000080530925,0.00002344954,0.0000029040318,0.001805388],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989913,0.0005528893,0.000045423345,0.000061719096,0.0001117011,0.00023697126],"domain_scores_gemma":[0.9990159,0.00034587775,0.00024630254,0.000054443117,0.00011626677,0.00022117319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015187314,0.0001298009,0.00014631698,0.0003746881,0.0028547081,0.002212062,0.000521146,0.00041826346,0.0024376311],"category_scores_gemma":[0.0019916745,0.00013784469,0.0001057176,0.00074099307,0.0030071335,0.0017031846,0.0026761414,0.0010665262,0.00009884045],"study_design_candidate":"not_applicable","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":[0.00020177911,0.0006499839,0.22951882,0.0018391331,0.00005718361,0.0073731784,0.4720545,0.0038152125,0.006040274,0.14515918,0.0106139295,0.12267688],"study_design_scores_gemma":[0.000012689613,0.00007468655,0.16960984,0.00072790444,0.000024691426,0.00032998205,0.76787704,0.0015241021,0.0014746351,0.006657393,0.051644977,0.000042061176],"about_ca_topic_score_codex":0.019204557,"about_ca_topic_score_gemma":0.032759916,"teacher_disagreement_score":0.019204557,"about_ca_system_score_codex":0.0063924054,"about_ca_system_score_gemma":0.011966916,"threshold_uncertainty_score":0.04638034},"labels":[],"label_agreement":null},{"id":"W3003945231","doi":"10.35800/jip.8.1.2020.27827","title":"Community Structure of Ascidian in Mike’s Point Bunaken Waters, Manado City, North Sulawesi Province","year":2020,"lang":"en","type":"article","venue":"JURNAL ILMIAH PLATAX","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transect; Dominance (genetics); Diversity index; Substrate (aquarium); Ecology; Geology; Geography; Biology; Species richness","score_opus":0.013175808670932062,"score_gpt":0.19584627731293738,"score_spread":0.1826704686420053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003945231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99965084,0.000033300355,0.00002081184,0.000012061556,7.2101835e-7,0.0000050924864,0.00010557982,8.5428843e-7,0.00017061483],"genre_scores_gemma":[0.9992448,0.00006184631,0.00013438243,0.000009086636,9.899671e-7,0.000009537492,0.00017451234,4.991958e-7,0.0003643473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999275,0.000009383343,0.000008763078,0.000022300777,0.000016499802,0.00001554482],"domain_scores_gemma":[0.99985313,0.000011593117,0.000041297702,0.0000064721635,0.000043039938,0.000044569984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011005735,0.00016896549,0.00013598887,0.0007982373,0.0005033147,0.00023496973,0.0001777248,0.00013469433,0.0007372624],"category_scores_gemma":[0.00022197506,0.00013811955,0.00013086348,0.00079866673,0.00028471902,0.00014983126,0.00031680518,0.000119163946,0.00008353299],"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":[0.000027071845,0.000013441304,0.99041057,0.000030406884,0.000018971226,0.00022547795,0.0019368903,0.000025212543,0.0033981896,0.000028019935,0.000112366775,0.0037733866],"study_design_scores_gemma":[9.3956805e-7,0.000009958862,0.9985746,0.000003705875,0.000003624329,0.00005516929,0.0010952232,0.0000558919,0.000046995723,0.000004227615,0.0001480466,0.0000014547514],"about_ca_topic_score_codex":0.13454054,"about_ca_topic_score_gemma":0.36479366,"teacher_disagreement_score":0.13454054,"about_ca_system_score_codex":0.00066177594,"about_ca_system_score_gemma":0.0006414855,"threshold_uncertainty_score":0.26751488},"labels":[],"label_agreement":null},{"id":"W3006688997","doi":"10.22621/cfn.v133i3.2453","title":"\"Seaweed Chronicles\" by Susan Hand Shetterly, 2018. [book review]","year":2020,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art; Art history","score_opus":0.009145518640413939,"score_gpt":0.19928733323152123,"score_spread":0.1901418145911073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006688997","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015984336,0.7911871,0.00051414606,0.072592296,0.06831461,0.00003244344,0.0005624185,0.0002266943,0.0664104],"genre_scores_gemma":[0.0018119032,0.45003012,0.00056161516,0.050287206,0.020518962,0.000060549657,0.00080165674,0.00023741818,0.4756906],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960464,0.00004361779,0.00002276146,0.000053651667,0.00022972874,0.00004556816],"domain_scores_gemma":[0.9988613,0.00033079108,0.000070002396,0.00003379479,0.0005184403,0.00018563698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006584194,0.0009735071,0.00075771485,0.0020836322,0.0014925516,0.0030175047,0.0012109437,0.0018996621,0.052304816],"category_scores_gemma":[0.0030066634,0.0004156287,0.00045717295,0.002596318,0.00094765425,0.004026796,0.0019231234,0.0040752515,0.033384744],"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":[0.0000043606988,0.0000015457975,0.000012699685,0.00011022787,9.856809e-7,0.000008842503,0.000020628098,0.000008097809,0.000017059949,0.0009162759,0.9765538,0.0223455],"study_design_scores_gemma":[0.0000011154491,0.0000017462968,0.00006793543,0.0001528145,0.0000011109648,0.00003142877,0.000021844133,0.0000034285065,0.000009537536,0.00028172394,0.9994248,0.0000025280222],"about_ca_topic_score_codex":0.05561146,"about_ca_topic_score_gemma":0.1528437,"teacher_disagreement_score":0.05561146,"about_ca_system_score_codex":0.0029981364,"about_ca_system_score_gemma":0.0051518576,"threshold_uncertainty_score":0.17497706},"labels":[],"label_agreement":null},{"id":"W3012121466","doi":"10.1016/s0967-0653(97)87533-3","title":"10.1016/s0967-0653(97)87533-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bay; Java; Oceanography; Geology; Computer science; Operating system","score_opus":0.0044013382490728685,"score_gpt":0.15146735164609482,"score_spread":0.14706601339702194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012121466","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039529693,0.00040112258,0.00056476495,0.00039574335,0.00035379676,0.00011501214,0.00069078396,0.0008265055,0.99625707],"genre_scores_gemma":[0.0004188465,0.00018129646,0.0002448916,0.00020882445,0.00006993329,0.000057201094,0.00029001004,0.00014265411,0.9983864],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926156,0.00004726442,0.00006419776,0.000271969,0.00018445552,0.00017062778],"domain_scores_gemma":[0.9972338,0.000675488,0.00018566639,0.00031307864,0.000641155,0.00095083535],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013546635,0.0034696616,0.0024709818,0.0032328335,0.003000883,0.004663841,0.004280592,0.0071236035,0.9911144],"category_scores_gemma":[0.0019717726,0.0012927337,0.0019267163,0.0030701272,0.002429001,0.00636193,0.003998409,0.0032162135,0.99423814],"study_design_candidate":"not_applicable","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":[0.00040330619,0.00023752454,0.00084619195,0.00066971575,0.00004309348,0.00026903185,0.00012970298,0.00044765967,0.001843947,0.004895401,0.41881177,0.57140255],"study_design_scores_gemma":[0.000063871084,0.00013519949,0.0006615255,0.00041658137,0.000016771963,0.00035018683,0.00013362322,0.0001762347,0.00028295725,0.00050639943,0.9972287,0.000027922884],"about_ca_topic_score_codex":0.00505846,"about_ca_topic_score_gemma":0.0043732626,"teacher_disagreement_score":0.008885622,"about_ca_system_score_codex":0.0013270096,"about_ca_system_score_gemma":0.0012280477,"threshold_uncertainty_score":0.012674153},"labels":[],"label_agreement":null},{"id":"W3037399429","doi":"10.13170/depik.9.2.16045","title":"Pengaruh laju sedimentasi terhadap tutupan terumbu karang di perairan Kota Daruba, Kabupaten Pulau Morotai","year":2020,"lang":"en","type":"article","venue":"DEPIK","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Sediment; Sedimentation; Coral reef; Environmental science; Coral; Geography; Fishery; Forestry; Oceanography; Geology; Biology; Geomorphology","score_opus":0.014448858429542086,"score_gpt":0.19893064776857522,"score_spread":0.18448178933903314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037399429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98667055,0.0019355263,0.00083069137,0.00028747786,0.00006338873,0.000045864614,0.0004574102,0.000065171276,0.009643907],"genre_scores_gemma":[0.9857692,0.0011697749,0.0026412667,0.00006744849,0.000026289841,0.000041976844,0.00037757892,0.00001845616,0.009887966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99991846,0.000008181149,0.0000067880533,0.000019345074,0.000021951175,0.000025223131],"domain_scores_gemma":[0.99985325,0.000021098014,0.000046731227,0.000011011518,0.000032150416,0.00003565895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010137334,0.00027955748,0.00018330522,0.0005459241,0.0013421017,0.0008747423,0.00022411722,0.0001993395,0.0059704822],"category_scores_gemma":[0.00022428503,0.00014430018,0.00018705417,0.0006157077,0.0003126164,0.0003801662,0.00073217356,0.00028819704,0.0006281521],"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":[0.00039911727,0.00025325577,0.5583101,0.0009353826,0.000101963466,0.0056367633,0.009758137,0.0006243572,0.08195612,0.0014978093,0.0043968987,0.33613017],"study_design_scores_gemma":[0.000009163626,0.00019186253,0.92777354,0.00010242832,0.00007625385,0.0020045037,0.0088992035,0.00064729404,0.0059719365,0.00036960575,0.053927355,0.00002673621],"about_ca_topic_score_codex":0.0108324345,"about_ca_topic_score_gemma":0.050431363,"teacher_disagreement_score":0.0108324345,"about_ca_system_score_codex":0.0005853653,"about_ca_system_score_gemma":0.0012519773,"threshold_uncertainty_score":0.021538734},"labels":[],"label_agreement":null},{"id":"W3045768406","doi":"10.30649/fisheries.v5i2.73","title":"ANALISIS HASIL TANGKAP IKAN TONGKOL (Euthynnus Affinis) TERHADAP PEREKONOMIAN NELAYAN DI UPT. PELABUHAN PERIKANAN PANTAI PASONGSONGAN KABUPATEN SUMENEP","year":2023,"lang":"id","type":"article","venue":"Fisheries Jurnal Perikanan dan Ilmu Kelautan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities","score_opus":0.01624257687929578,"score_gpt":0.21899362967412841,"score_spread":0.20275105279483263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045768406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97491777,0.0021743854,0.002321711,0.00025015316,0.00011098266,0.00013119025,0.00246585,0.00004745043,0.017580468],"genre_scores_gemma":[0.93999434,0.001792007,0.0086808,0.0005221741,0.000041774012,0.0003035383,0.002634865,0.00007406488,0.045956448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994629,0.000066610824,0.000043368724,0.00019488634,0.00016134209,0.00007093446],"domain_scores_gemma":[0.9995937,0.00006567208,0.000101922895,0.00002903614,0.00015132109,0.00005838389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042952178,0.00055385294,0.0004980778,0.0010243567,0.0017744615,0.000959879,0.0003239713,0.00055258535,0.006370113],"category_scores_gemma":[0.00059285545,0.00022997305,0.00044989918,0.0014412331,0.00066903955,0.00059168524,0.0009357994,0.00081262825,0.0013158213],"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":[0.0012267659,0.00029718658,0.5282252,0.001283942,0.00030862106,0.0023566869,0.015891474,0.00049909385,0.33069378,0.0016023505,0.0024955904,0.1151194],"study_design_scores_gemma":[0.000018408362,0.00079858745,0.9311,0.00016198221,0.0002311013,0.0011230195,0.0130169485,0.0002705463,0.022195293,0.0007294437,0.030303268,0.00005133457],"about_ca_topic_score_codex":0.016806845,"about_ca_topic_score_gemma":0.05613185,"teacher_disagreement_score":0.016806845,"about_ca_system_score_codex":0.00088148855,"about_ca_system_score_gemma":0.00095851364,"threshold_uncertainty_score":0.033418},"labels":[],"label_agreement":null},{"id":"W3084323461","doi":"10.17844/jphpi.v23i2.31124","title":"Daya Dukung Bahan Baku Industri dan UMKM Berbasis Potensi Stok pada Wilayah Pengelolaan Perikanan","year":2020,"lang":"id","type":"article","venue":"Jurnal Pengolahan Hasil Perikanan Indonesia","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics","score_opus":0.019477510015283132,"score_gpt":0.21404092345765802,"score_spread":0.19456341344237488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084323461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6336776,0.009803276,0.008698595,0.002283163,0.00068542064,0.00048814173,0.21099654,0.0010070209,0.13236031],"genre_scores_gemma":[0.7342436,0.008171314,0.011104591,0.00059804827,0.0002666218,0.0007139062,0.1540086,0.00036879693,0.09052462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718565,0.00027772176,0.00033318764,0.00046600393,0.0014211213,0.00031622892],"domain_scores_gemma":[0.9942567,0.0011466267,0.0011223174,0.0004882159,0.0027139536,0.00027224355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019476076,0.00075406535,0.0009136804,0.002772306,0.001234274,0.004405995,0.0009330057,0.00069722463,0.019698767],"category_scores_gemma":[0.004737864,0.00040420145,0.0011492447,0.0064817406,0.0005577115,0.002244291,0.0016509986,0.0012020074,0.007417552],"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":[0.0019181123,0.00040366608,0.59483945,0.007994284,0.0008814191,0.0008658981,0.0048912284,0.0049575525,0.013234369,0.006801012,0.096519805,0.26669317],"study_design_scores_gemma":[0.000045683,0.00022393148,0.66662,0.00079493795,0.00036867565,0.0003254004,0.008693754,0.0013816868,0.010991496,0.0017982789,0.30865875,0.000097379016],"about_ca_topic_score_codex":0.044863746,"about_ca_topic_score_gemma":0.07649328,"teacher_disagreement_score":0.044863746,"about_ca_system_score_codex":0.0021706426,"about_ca_system_score_gemma":0.003869777,"threshold_uncertainty_score":0.089205265},"labels":[],"label_agreement":null},{"id":"W3088637819","doi":"10.5430/ijhe.v9n6p164","title":"A Paradigm Shift of Learning in Maritime Education amidst COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Government (linguistics); The Internet; Population; Descriptive statistics; Coronavirus disease 2019 (COVID-19); Psychology; Medical education; Public relations; Political science; Sociology; Medicine; Computer science; Demography","score_opus":0.018183294621380873,"score_gpt":0.3013060909590143,"score_spread":0.28312279633763343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088637819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858854,0.00024143493,0.0012894083,0.0047900113,0.00010796484,0.000084413,0.000046890338,0.000021074691,0.0075333524],"genre_scores_gemma":[0.9967187,0.00015801335,0.0009574791,0.0006941081,0.000018233814,0.000044220513,0.000029383644,0.0000061644823,0.0013736396],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.995404,0.0019108782,0.0001581765,0.0003465751,0.0010999186,0.0010805196],"domain_scores_gemma":[0.99485517,0.00080877164,0.0010845782,0.0002594681,0.00093249336,0.0020595295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040698787,0.00023159986,0.0002558849,0.0006404619,0.002272496,0.0042637903,0.0010498506,0.001168365,0.0042391024],"category_scores_gemma":[0.006497257,0.00018044285,0.00052059593,0.00041894542,0.0019903423,0.0022354065,0.0048404094,0.0024069874,0.00047409828],"study_design_candidate":"qualitative","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":[0.00047783967,0.003473135,0.4886112,0.00088785525,0.00011290483,0.0029709453,0.21282971,0.0010304183,0.009656218,0.0170643,0.011738023,0.25114742],"study_design_scores_gemma":[0.00005,0.0018790016,0.41351143,0.0006334118,0.00003969496,0.0015048229,0.50143266,0.002182223,0.0030138176,0.011873057,0.06372493,0.00015490378],"about_ca_topic_score_codex":0.0027296192,"about_ca_topic_score_gemma":0.006612326,"teacher_disagreement_score":0.0042637903,"about_ca_system_score_codex":0.0023041626,"about_ca_system_score_gemma":0.0057785753,"threshold_uncertainty_score":0.021523833},"labels":[],"label_agreement":null},{"id":"W3091087283","doi":"10.14710/marj.v1i1.200","title":"KONDISI PERAIRAN BERDASARKAN BIOINDIKATOR MAKROBENTOS DI SUNGAI SEKETAK TEMBALANG KOTA SEMARANG","year":2012,"lang":"id","type":"article","venue":"Management of Aquatic Resources Journal (MAQUARES)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.011369410520524637,"score_gpt":0.2241309400376615,"score_spread":0.21276152951713687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091087283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8146692,0.048056588,0.023051387,0.003872249,0.0019795476,0.00074190926,0.0036150028,0.00079901854,0.103215195],"genre_scores_gemma":[0.84389514,0.021198751,0.020420346,0.0016154713,0.00021155814,0.00049178465,0.0024709122,0.00022536295,0.109470695],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990965,0.0001355932,0.000060667182,0.00024345545,0.00029982193,0.00016401679],"domain_scores_gemma":[0.9993187,0.00013290519,0.00009623577,0.00006509999,0.00027931482,0.00010768669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088169856,0.00091432745,0.0010070499,0.0010296705,0.0015201616,0.004321283,0.00055947545,0.0013031071,0.010928206],"category_scores_gemma":[0.00073397043,0.00048405942,0.0010383065,0.00097146316,0.0007614557,0.0011790526,0.0014020916,0.0020578855,0.0037084965],"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":[0.0014689019,0.0009117471,0.021649642,0.0034831516,0.00025975748,0.0010769492,0.0021363879,0.0009299847,0.79810023,0.0040371176,0.005906361,0.16003981],"study_design_scores_gemma":[0.00010038613,0.0031781772,0.09025506,0.00095946784,0.0005724482,0.0020382255,0.005871851,0.0016711799,0.5789192,0.0028684852,0.31339586,0.000169684],"about_ca_topic_score_codex":0.003689786,"about_ca_topic_score_gemma":0.007990198,"teacher_disagreement_score":0.010928206,"about_ca_system_score_codex":0.0013471427,"about_ca_system_score_gemma":0.001964554,"threshold_uncertainty_score":0.03655851},"labels":[],"label_agreement":null},{"id":"W3095330272","doi":"10.21776/ub.ecsofim.2020.008.01.01","title":"Qualitative Loop Analysis of Social-Ecological Connectivity: The Case of Bima Bay, West Nusa Tenggara","year":2020,"lang":"en","type":"article","venue":"ECSOFIM (Economic and Social of Fisheries and Marine)/ECSOFiM (Economic and Social of Fisheries and Marine)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Bay; Nonprobability sampling; Statistic; Environmental resource management; Ecosystem; Governor; Tourism; Geography; Environmental science; Ecology; Mathematics; Statistics; Engineering; Biology; Sociology","score_opus":0.018813169111536306,"score_gpt":0.23998912286218482,"score_spread":0.22117595375064852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095330272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98820484,0.000030102545,0.0059393556,0.00012858209,0.0000034091122,0.00005069842,0.00027174296,0.000028648763,0.005342591],"genre_scores_gemma":[0.9983845,0.000012515756,0.0010987193,0.0000036277986,5.832912e-7,0.000015542428,0.0000740497,0.0000017021061,0.00040871027],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.99965835,0.00017231594,0.000010636815,0.00005049775,0.00005115453,0.000057056335],"domain_scores_gemma":[0.99869496,0.00086039316,0.00015484942,0.00006479483,0.00015441042,0.0000706121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008446452,0.00014514901,0.00012833782,0.0008606919,0.00046411925,0.000623579,0.0006355997,0.00030632893,0.003129998],"category_scores_gemma":[0.002057632,0.00007814851,0.00031007646,0.0008381144,0.0007958994,0.0007116205,0.0004921465,0.00021897577,0.00007132727],"study_design_candidate":"qualitative","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":[0.00044314697,0.0005015791,0.32710907,0.0003933877,0.00015931403,0.003650195,0.009158709,0.5261101,0.0043110955,0.08493475,0.0026401319,0.040588535],"study_design_scores_gemma":[0.000027793756,0.0002228773,0.09114628,0.000036013134,0.000060778628,0.0002049251,0.012480406,0.87442815,0.0009825838,0.017905975,0.0024758005,0.000028371198],"about_ca_topic_score_codex":0.046028763,"about_ca_topic_score_gemma":0.038517732,"teacher_disagreement_score":0.046028763,"about_ca_system_score_codex":0.0025921725,"about_ca_system_score_gemma":0.0007645673,"threshold_uncertainty_score":0.09152168},"labels":[],"label_agreement":null},{"id":"W3115138554","doi":"10.30649/fisheries.v2i2.36","title":"ANALISIS BIOMASSA DAN CADANGAN KARBON PADA EKOSISTEM LAMUN DI DESA TELUK BAKAU KABUPATEN BINTAN","year":2020,"lang":"id","type":"article","venue":"Fisheries Jurnal Perikanan dan Ilmu Kelautan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science; Geology; Forestry; Geography","score_opus":0.016749619326088885,"score_gpt":0.20023714225386538,"score_spread":0.18348752292777648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115138554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96033853,0.002965455,0.004590282,0.00016795703,0.00010441607,0.0001494009,0.006112009,0.00016858964,0.025403341],"genre_scores_gemma":[0.9268466,0.0022014175,0.008509006,0.00022587641,0.000021977927,0.0002154514,0.0059036585,0.00014406517,0.055931777],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995728,0.000033837474,0.00002910762,0.00013339835,0.00016257082,0.000068354624],"domain_scores_gemma":[0.99954057,0.000091044516,0.00006951249,0.000028588795,0.0002245494,0.000045772416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043863163,0.00066737935,0.000516432,0.0015323492,0.0010078432,0.0017004189,0.00041131763,0.00046501795,0.0086559625],"category_scores_gemma":[0.00036528028,0.0002684327,0.00083211594,0.0015651792,0.00033628804,0.00077341404,0.0007025188,0.00077767164,0.0020930474],"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":[0.0018149461,0.0003866663,0.327393,0.0019323638,0.00047451764,0.0013626344,0.0037135351,0.0015279923,0.5233789,0.0014922207,0.0031346567,0.13338846],"study_design_scores_gemma":[0.000017885615,0.00092861993,0.7867549,0.00026851884,0.00031139224,0.0007134096,0.007927039,0.001889375,0.13506535,0.0008730497,0.06517894,0.00007149076],"about_ca_topic_score_codex":0.009324057,"about_ca_topic_score_gemma":0.0366532,"teacher_disagreement_score":0.009324057,"about_ca_system_score_codex":0.0009038028,"about_ca_system_score_gemma":0.00059781916,"threshold_uncertainty_score":0.028957069},"labels":[],"label_agreement":null},{"id":"W3117463482","doi":"10.18280/ijsdp.150813","title":"Sustainable Development Index of Marine Capture Fisheries in Indonesia","year":2020,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Institut Pertanian Bogor","keywords":"Sustainability; Sustainable development; Index (typography); Marine fisheries; Composite index; Structural equation modeling; Environmental resource management; Business; Production (economics); Environmental economics; Fishery; Ecology; Environmental science; Economics; Composite indicator; Computer science; Fishing; Mathematics; Statistics; Biology","score_opus":0.008721601549611354,"score_gpt":0.20507429206168107,"score_spread":0.19635269051206972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117463482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506805,0.00046621516,0.001964827,0.00023536879,0.000037119986,0.0000872811,0.0062951236,0.000075950695,0.040157523],"genre_scores_gemma":[0.99242365,0.00025387196,0.0022875078,0.000020953607,0.000008581287,0.00008032721,0.0025906535,0.000007989864,0.002326322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99964046,0.0000382638,0.000071812254,0.00003706745,0.00017783912,0.00003450183],"domain_scores_gemma":[0.9995547,0.00004880144,0.00016814441,0.00001617207,0.00015380436,0.000058381727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034519413,0.00026211358,0.00017169837,0.0018419218,0.00021726583,0.00076297123,0.00018765763,0.000117753014,0.0012754423],"category_scores_gemma":[0.0008282267,0.0000980145,0.00017806015,0.0020653924,0.00015719894,0.00044645002,0.00046851652,0.00025279121,0.00027061973],"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":[0.00006202137,0.000120288445,0.9184446,0.00020070984,0.000088287445,0.0002520769,0.0005356056,0.0026162972,0.0013881382,0.0020720542,0.0051344857,0.06908544],"study_design_scores_gemma":[0.0000029098098,0.000045451412,0.98972344,0.000030433755,0.000020779149,0.00021914873,0.00087265717,0.0033293946,0.00060628384,0.0006467759,0.0044887094,0.000014050519],"about_ca_topic_score_codex":0.006699315,"about_ca_topic_score_gemma":0.011633108,"teacher_disagreement_score":0.006699315,"about_ca_system_score_codex":0.0009590394,"about_ca_system_score_gemma":0.00074225175,"threshold_uncertainty_score":0.013320684},"labels":[],"label_agreement":null},{"id":"W3118625956","doi":"10.5267/j.dsl.2020.11.004","title":"Determinants of shipbuilding industry competitive factors and institutional model analysis","year":2021,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Institut Pertanian Bogor","keywords":"Shipbuilding; Government (linguistics); Industrial organization; Structural equation modeling; Business; Navy; Descriptive statistics; Computer science","score_opus":0.020991978052075755,"score_gpt":0.272714801321458,"score_spread":0.2517228232693822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118625956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791773,0.000048206508,0.0021655362,0.00024873615,0.0000042212696,0.000081082704,0.00020692835,0.000023847844,0.018044079],"genre_scores_gemma":[0.9992173,0.00003032625,0.00030756163,0.000006957505,0.0000018956437,0.000015253707,0.000086202235,0.0000024309322,0.0003321078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977754,0.0009187786,0.00011513404,0.00019868463,0.0005027424,0.00048918644],"domain_scores_gemma":[0.9893668,0.005799078,0.0020145108,0.0005375216,0.001336254,0.0009456619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025465458,0.000375609,0.00031545045,0.0023669333,0.00078820053,0.00297588,0.0006460623,0.00043196717,0.0095651345],"category_scores_gemma":[0.010652401,0.0001815614,0.00068721786,0.003105326,0.0010672931,0.0009727533,0.0014960563,0.0007336459,0.0006139875],"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":[0.000067552704,0.00058922113,0.94074845,0.00009789346,0.00015340555,0.00056629267,0.00169818,0.015722666,0.000393525,0.022556894,0.0009274959,0.016478471],"study_design_scores_gemma":[0.000029797797,0.00019974269,0.89904463,0.00012813852,0.0001150581,0.00022531771,0.017040292,0.069864266,0.00076976646,0.008657672,0.003876399,0.000048884765],"about_ca_topic_score_codex":0.019508993,"about_ca_topic_score_gemma":0.018309608,"teacher_disagreement_score":0.019508993,"about_ca_system_score_codex":0.0022896272,"about_ca_system_score_gemma":0.003344447,"threshold_uncertainty_score":0.03879088},"labels":[],"label_agreement":null},{"id":"W3120136228","doi":"10.5267/j.dsl.2020.11.002","title":"Determinant factors of fishermen income and decision-making for providing welfare insurance: An application of multinomial logistic regression","year":2021,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Padjadjaran; Universiti Malaysia Terengganu","keywords":"Multinomial logistic regression; Welfare; Poverty; Fishing; Business; Socioeconomic status; Logistic regression; Household income; Socioeconomics; Geography; Fishery; Economics; Economic growth; Computer science","score_opus":0.0175692132429347,"score_gpt":0.2947091853678068,"score_spread":0.2771399721248721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120136228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99053955,0.00047767817,0.0061152163,0.0007871669,0.000064893415,0.00016172664,0.00045745194,0.000033190303,0.0013631509],"genre_scores_gemma":[0.996036,0.00018877354,0.0023754279,0.000040906707,0.000020374982,0.00014741922,0.00029203817,0.000006667833,0.0008924219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99583274,0.0024772482,0.00031342628,0.000470252,0.00033824434,0.000568113],"domain_scores_gemma":[0.98896015,0.008478426,0.0012797976,0.00026329566,0.0005296536,0.0004886269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065690367,0.0007499855,0.0010485721,0.001659233,0.0010225245,0.0014688295,0.0012738081,0.0007853553,0.0069257896],"category_scores_gemma":[0.017340105,0.0004940263,0.0032424908,0.0013050466,0.00052790064,0.000966794,0.001549059,0.0019365869,0.00052269595],"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":[0.00019875247,0.0003569056,0.9849807,0.00010470245,0.0004988557,0.00045386257,0.0007888043,0.0023566636,0.000078476485,0.00056388066,0.0006368905,0.008981415],"study_design_scores_gemma":[0.00006527063,0.0006479661,0.7613335,0.00042435285,0.00095467793,0.0005324519,0.009188695,0.22235703,0.00029595417,0.0019593167,0.002165428,0.00007539404],"about_ca_topic_score_codex":0.03139582,"about_ca_topic_score_gemma":0.014980359,"teacher_disagreement_score":0.03139582,"about_ca_system_score_codex":0.0011832628,"about_ca_system_score_gemma":0.0023973112,"threshold_uncertainty_score":0.06242615},"labels":[],"label_agreement":null},{"id":"W3134780390","doi":"10.33772/jsl.v5i3.13454","title":"PENGARUH ARUS LAUT TERHADAP SEBARAN TSS DI PERAIRAN RAROWATU UTARA KABUPATEN BOMBANA","year":2020,"lang":"id","type":"article","venue":"Jurnal Sapa Laut (Jurnal Ilmu Kelautan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Physics","score_opus":0.016018571433605425,"score_gpt":0.21360415243564812,"score_spread":0.1975855810020427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134780390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8493382,0.0027537309,0.02333271,0.0011174435,0.00056998804,0.000201699,0.0034883334,0.0014709819,0.117726885],"genre_scores_gemma":[0.8578465,0.002100239,0.012719632,0.00025264968,0.00005885818,0.00011244026,0.00223751,0.0003424154,0.12432977],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99973005,0.000015300622,0.0000093454855,0.000080067446,0.00010048801,0.000064755994],"domain_scores_gemma":[0.9997836,0.000027570504,0.000022332917,0.000016211094,0.0001105634,0.0000397258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001664976,0.00058917736,0.0004908637,0.0006130767,0.0014078841,0.0014363826,0.00041651155,0.00047065795,0.021809565],"category_scores_gemma":[0.00023471181,0.00033237383,0.00048077613,0.001033299,0.00034320855,0.0008030032,0.0008605505,0.0008723481,0.0048358105],"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":[0.0015961154,0.0002337684,0.050810076,0.0011734789,0.00011803817,0.0009979813,0.0020953845,0.002591919,0.6460204,0.0028818755,0.009180736,0.28230023],"study_design_scores_gemma":[0.00007728738,0.0016727933,0.28604627,0.00021275264,0.00029656838,0.00095981965,0.008248892,0.00579496,0.3331863,0.002160783,0.36116737,0.00017616195],"about_ca_topic_score_codex":0.02728429,"about_ca_topic_score_gemma":0.06357136,"teacher_disagreement_score":0.02728429,"about_ca_system_score_codex":0.0012517691,"about_ca_system_score_gemma":0.0013493161,"threshold_uncertainty_score":0.07296032},"labels":[],"label_agreement":null},{"id":"W3152571037","doi":"10.24843/metamorfosa.2021.v08.i01.p12","title":"Heavy Metal Concentration (Pb, Cu, Cd, Zn) In Water And Sediments In Serangan Waters, Bali","year":2021,"lang":"en","type":"article","venue":"Metamorfosa Journal of Biological Sciences","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","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":"","keywords":"Environmental chemistry; Heavy metals; Sediment; Water quality; Metal; Pollution; Surface water; Chemistry; Environmental science; Water pollution; Cadmium; Environmental engineering; Geology; Ecology","score_opus":0.024712538334215658,"score_gpt":0.2409155801268228,"score_spread":0.21620304179260713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152571037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792683,0.00035676514,0.00009820655,0.00005936957,0.000005644658,0.000010746397,0.00012216595,0.000006004594,0.0014143807],"genre_scores_gemma":[0.9973877,0.0004401364,0.00041185124,0.00008363173,0.0000062858653,0.00001665108,0.00022383808,0.000002551866,0.0014272386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998473,0.000020931586,0.000015665451,0.000044627737,0.000045412693,0.000026133563],"domain_scores_gemma":[0.9998882,0.000014916449,0.00003416233,0.0000064893256,0.000044490516,0.00001175426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022029779,0.00027406114,0.00017077196,0.001002757,0.00081583194,0.00055469427,0.00021880316,0.00036359683,0.00057852495],"category_scores_gemma":[0.00022656351,0.00025292934,0.00012698804,0.0011938284,0.0004976796,0.00033572922,0.000363056,0.00019470006,0.0001272773],"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":[0.0001337039,0.00015898063,0.89418787,0.0002868236,0.000060671675,0.0013544318,0.004584578,0.00033076195,0.053541243,0.00020686614,0.0005875918,0.04456646],"study_design_scores_gemma":[0.000006287592,0.00009856247,0.989442,0.000033527827,0.000023806373,0.00045577565,0.0032293499,0.00023363346,0.0027264329,0.00016154065,0.0035783267,0.000010806903],"about_ca_topic_score_codex":0.029937452,"about_ca_topic_score_gemma":0.09794554,"teacher_disagreement_score":0.029937452,"about_ca_system_score_codex":0.00067866343,"about_ca_system_score_gemma":0.0011335803,"threshold_uncertainty_score":0.059526384},"labels":[],"label_agreement":null},{"id":"W3165861450","doi":"10.1016/j.marpolbul.2021.112481","title":"Tearful at the falling of a star: In memory of Professor Brian Morton (10th August 1942 – 28th March 2021)","year":2021,"lang":"en","type":"editorial","venue":"Marine Pollution Bulletin","topic":"Marine and Coastal Ecosystems","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":"University of Ottawa","funders":"","keywords":"Battle; Sadness; China; Marine life; Art history; Environmental ethics; Value (mathematics); History; Psychoanalysis; Psychology; Philosophy; Ancient history; Archaeology; Psychiatry; Ecology; Biology","score_opus":0.006157524612809843,"score_gpt":0.21856054614559617,"score_spread":0.2124030215327863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165861450","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001878965,0.00959985,0.000029384766,0.07098613,0.91800845,0.000008808345,0.00003757964,0.000021948561,0.0012890252],"genre_scores_gemma":[0.0004501873,0.009038068,0.00005712066,0.064754836,0.90739065,0.000032765678,0.00005261072,0.000054884957,0.018168902],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99535215,0.0008016682,0.00051088724,0.0006353801,0.0022517256,0.00044816796],"domain_scores_gemma":[0.9839406,0.004096993,0.001581015,0.00037016522,0.0060565015,0.003954715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068002716,0.0041116276,0.003313561,0.0041520162,0.005392853,0.010587783,0.0038484184,0.01980157,0.022051135],"category_scores_gemma":[0.03278936,0.001376134,0.0022691523,0.002600604,0.0026967993,0.0052217455,0.003467519,0.021090379,0.021412557],"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":[0.0000113917795,0.0000032333458,0.000011956428,0.000060773746,0.000004512922,0.000049081045,0.000011474679,0.0000049111122,0.000010905291,0.00005125101,0.99833006,0.0014506116],"study_design_scores_gemma":[0.000031342723,0.000020012221,0.00027224317,0.00047027873,0.00003128452,0.00015303168,0.00009357056,0.000030086112,0.000037628233,0.0004305679,0.99841034,0.00001966451],"about_ca_topic_score_codex":0.0060181026,"about_ca_topic_score_gemma":0.020598568,"teacher_disagreement_score":0.022051135,"about_ca_system_score_codex":0.003428908,"about_ca_system_score_gemma":0.0047738333,"threshold_uncertainty_score":0.07376838},"labels":[],"label_agreement":null},{"id":"W3171826603","doi":"10.6000/1929-4409.2021.10.30","title":"The CV as an Initiative for Sustainable Development of Small-Scale Capture Fisheries in Central Java, Indonesia","year":2021,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Fisheries law; Statutory law; Fishery; Business; Fisheries management; Capital (architecture); Small business; Legal research; Fisheries Research; General partnership; Marketing; Fish <Actinopterygii>; Finance; Fishing; Political science; Law; Geography","score_opus":0.026846810282067386,"score_gpt":0.26191430868178756,"score_spread":0.23506749839972016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171826603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87548006,0.0007779617,0.001363247,0.0028004686,0.000044458393,0.00009834953,0.000055057444,0.000014983752,0.11936544],"genre_scores_gemma":[0.9920189,0.00021356322,0.0005585368,0.00014467881,0.000002333908,0.00002449118,0.000012336638,0.000002435245,0.007022706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99968815,0.00011505372,0.000024249086,0.00004697967,0.00006907704,0.000056558853],"domain_scores_gemma":[0.99949384,0.00015327081,0.000117479045,0.000028497385,0.00005343377,0.00015353986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065305206,0.000061964165,0.00006986178,0.00026276064,0.0016332039,0.002803836,0.0003882604,0.00040759452,0.002074381],"category_scores_gemma":[0.00082916085,0.00008620534,0.000047473844,0.0004401443,0.0013457072,0.0013074769,0.0015456701,0.00063173095,0.00010310694],"study_design_candidate":"qualitative","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":[0.00014600871,0.000795223,0.21429195,0.0009127712,0.000025834388,0.011009734,0.14659932,0.0011768135,0.0075858794,0.35718402,0.011695003,0.24857745],"study_design_scores_gemma":[0.000032652388,0.00022261843,0.3445798,0.0008073227,0.00003537015,0.003074252,0.38131797,0.0036727055,0.0026518737,0.026900189,0.23664713,0.00005815385],"about_ca_topic_score_codex":0.0083375955,"about_ca_topic_score_gemma":0.019978542,"teacher_disagreement_score":0.0083375955,"about_ca_system_score_codex":0.0017414164,"about_ca_system_score_gemma":0.004367372,"threshold_uncertainty_score":0.016578138},"labels":[],"label_agreement":null},{"id":"W3173991644","doi":"10.18280/ijsdp.160317","title":"Coastal Reef and Seagrass Monitoring for Coastal Ecosystem Management","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Gadjah Mada","keywords":"Seagrass; Reef; Coral reef; Coral; Environmental science; Habitat; Oceanography; Benthic zone; Fishery; Geography; Ecology; Geology; Biology","score_opus":0.010504251523673106,"score_gpt":0.23475810182350043,"score_spread":0.22425385029982733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173991644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9452223,0.004666475,0.011544609,0.0010862489,0.00011395315,0.00021645389,0.006115261,0.000417041,0.030617721],"genre_scores_gemma":[0.9621239,0.0022171198,0.027260672,0.00013289278,0.000041604988,0.00008696963,0.0025634984,0.000022777136,0.0055505782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999845,0.00003828667,0.000013529789,0.000024545892,0.000059879087,0.000018715213],"domain_scores_gemma":[0.9996344,0.000029473986,0.000083680265,0.00002747123,0.0001585716,0.00006633841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039515176,0.00022801635,0.0001419014,0.0012327995,0.00028650777,0.0005065205,0.00023924507,0.00017692301,0.0025549023],"category_scores_gemma":[0.0004835724,0.00008041524,0.0001774542,0.0013524154,0.0000919126,0.00033925928,0.00042004534,0.00020758699,0.00046743028],"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":[0.0000861887,0.00009347926,0.630839,0.00027708142,0.00006888839,0.00025712204,0.00031974862,0.0013811487,0.029613853,0.0003522871,0.0056124325,0.33109874],"study_design_scores_gemma":[0.000008157506,0.0000791612,0.98071057,0.00006629038,0.00003861123,0.000098657896,0.000866348,0.005291994,0.0015581315,0.00017489489,0.011095321,0.000011870189],"about_ca_topic_score_codex":0.02532413,"about_ca_topic_score_gemma":0.096175164,"teacher_disagreement_score":0.02532413,"about_ca_system_score_codex":0.00041560314,"about_ca_system_score_gemma":0.00065607915,"threshold_uncertainty_score":0.050353467},"labels":[],"label_agreement":null},{"id":"W3179863841","doi":"","title":"Are Tourists Willing to Pay for Mitigation of Abrasion? A Study on Coastal Areas in Yogyakarta, Indonesia","year":2017,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Tourism; Willingness to pay; Abrasion (mechanical); Geography; Vulnerability (computing); Socioeconomics; Engineering; Economics","score_opus":0.026226642511044004,"score_gpt":0.3120626867509705,"score_spread":0.2858360442399265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179863841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99934834,0.000047884587,0.000006530224,0.0001283372,0.0000031291893,0.0000071269305,0.00004019302,2.818213e-7,0.0004182986],"genre_scores_gemma":[0.99856585,0.00032040672,0.000050244038,0.00013638183,0.0000054336215,0.000023309805,0.000064205946,7.8844846e-7,0.00083336193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986076,0.00003537922,0.000013554554,0.000018111274,0.000022143171,0.00005002071],"domain_scores_gemma":[0.9994777,0.00012249172,0.00017658599,0.000011421572,0.00005158626,0.00016025479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030502712,0.00017758369,0.0001791832,0.00031666568,0.00083813036,0.0007716468,0.00032495128,0.00042916898,0.0022338969],"category_scores_gemma":[0.000722761,0.00030953094,0.00035530853,0.00047338815,0.0003977762,0.00045200533,0.00035294585,0.00080022693,0.00031006258],"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":[0.000059044098,0.0005060024,0.9691414,0.00012454858,0.000028231443,0.0010204975,0.021866294,0.0000494668,0.00044860397,0.000106279076,0.00094305293,0.00570667],"study_design_scores_gemma":[0.0000040447285,0.00014520323,0.92443216,0.00003677133,0.000012311602,0.00027095783,0.07406347,0.000102081714,0.000049080576,0.000016752612,0.00086034625,0.0000067420597],"about_ca_topic_score_codex":0.033473678,"about_ca_topic_score_gemma":0.06568162,"teacher_disagreement_score":0.033473678,"about_ca_system_score_codex":0.00060761184,"about_ca_system_score_gemma":0.00059236516,"threshold_uncertainty_score":0.066557646},"labels":[],"label_agreement":null},{"id":"W3188482895","doi":"10.17358/jma.18.2.156","title":"Crafting Design Strategy on Seaweed Industry in Indonesia","year":2021,"lang":"id","type":"article","venue":"Jurnal Manajemen dan Agribisnis","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"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":"","keywords":"Competitive advantage; Business; Stakeholder; Descriptive statistics; Structural equation modeling; Carrageenan; Industrial organization; Revealed comparative advantage; Marketing; Comparative advantage; Economics; Food science; Mathematics; International trade; Biology","score_opus":0.025899471051843828,"score_gpt":0.23650898068726897,"score_spread":0.21060950963542513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188482895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9261721,0.00025709264,0.010499738,0.000686371,0.000014509335,0.000274792,0.000055325774,0.00004782935,0.06199237],"genre_scores_gemma":[0.9739765,0.00035177372,0.011478878,0.000061390376,0.0000018905093,0.00007117952,0.00004313536,0.000010639924,0.014004763],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996418,0.00013839843,0.000024290805,0.000041556807,0.00010742174,0.00004662876],"domain_scores_gemma":[0.9996444,0.00010582096,0.00006253246,0.000021778202,0.00010460737,0.000060852308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006998646,0.0002085442,0.000099539626,0.0004707012,0.0008218776,0.0014584874,0.0003317856,0.0002419247,0.00362968],"category_scores_gemma":[0.0006604654,0.00008094424,0.00017767871,0.000542853,0.00045684495,0.0005116216,0.00061737746,0.00025261941,0.00043115305],"study_design_candidate":"not_applicable","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":[0.0005434931,0.0022665013,0.11630277,0.0014772561,0.000057168654,0.0020985343,0.04040209,0.014206268,0.053458992,0.055513088,0.004531929,0.7091419],"study_design_scores_gemma":[0.0001774854,0.004602001,0.3852208,0.0013114028,0.00029453987,0.0014658272,0.22756532,0.071875446,0.06915301,0.022420868,0.21574688,0.00016648218],"about_ca_topic_score_codex":0.0048696836,"about_ca_topic_score_gemma":0.0107042,"teacher_disagreement_score":0.0048696836,"about_ca_system_score_codex":0.0021653448,"about_ca_system_score_gemma":0.0029837564,"threshold_uncertainty_score":0.015710771},"labels":[],"label_agreement":null},{"id":"W3195871473","doi":"10.5555/1480-6800.23.2.199","title":"Choice of Livelihood Strategies of Coastal Fishermen in Pulau Pangkor, Malaysia","year":2020,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Livelihood; Fishery; Socioeconomics; Geography; Business; Biology; Agriculture; Economics; Archaeology","score_opus":0.010513941461159667,"score_gpt":0.21263701036354435,"score_spread":0.20212306890238468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195871473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993788,0.000018894241,0.000011188447,0.00007078111,7.274268e-7,0.000002252886,0.000021553386,3.021437e-7,0.00049543387],"genre_scores_gemma":[0.9984938,0.000043869928,0.000043080778,0.000016992846,3.7760904e-7,0.0000031424884,0.000017402988,2.707766e-7,0.0013811102],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99976426,0.000059709455,0.0000074945697,0.000017008075,0.000014066558,0.00013750362],"domain_scores_gemma":[0.999622,0.0000606281,0.000071048664,0.000005298403,0.00003605196,0.00020490594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036187956,0.00014810513,0.00011532134,0.00036824265,0.0010150791,0.0007553577,0.0003569526,0.00038526964,0.003345542],"category_scores_gemma":[0.00059772463,0.00011291694,0.00019280352,0.00032947073,0.00040618182,0.00045508638,0.0005949904,0.00038841515,0.00031132024],"study_design_candidate":"qualitative","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":[0.00023800063,0.00021147271,0.9729226,0.000028698736,0.000030295228,0.0007986059,0.008210968,0.00077592366,0.0005757356,0.0010367897,0.000693724,0.014477188],"study_design_scores_gemma":[0.000011239844,0.0002922998,0.8555755,0.00008393495,0.00002582334,0.00029930144,0.13819222,0.0030084187,0.00033049952,0.00036707724,0.0017883467,0.000025342426],"about_ca_topic_score_codex":0.07872841,"about_ca_topic_score_gemma":0.2745792,"teacher_disagreement_score":0.07872841,"about_ca_system_score_codex":0.0016152883,"about_ca_system_score_gemma":0.0017317884,"threshold_uncertainty_score":0.15654033},"labels":[],"label_agreement":null},{"id":"W3206619310","doi":"10.18280/ijsdp.160507","title":"Fishermen Adaptation to Climate Change in Mertasinga Village, Gunungjati Sub-District, Cirebon Regency","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Direktorat Riset Dan Pengabdian Kepada Masyarakat; Universitas Negeri Semarang","keywords":"Livelihood; Climate change; Sample (material); Documentation; Geography; Population; Climate change adaptation; Environmental resource management; Fishing; Business; Environmental planning; Agriculture; Environmental science; Fishery; Computer science; Ecology; Sociology","score_opus":0.01694382521506585,"score_gpt":0.24319281302673054,"score_spread":0.2262489878116647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206619310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995974,0.000024611765,0.000008238972,0.00003991685,8.509651e-7,0.000004563578,0.000016637883,3.9817803e-7,0.00030746657],"genre_scores_gemma":[0.9988826,0.00010733422,0.00007175726,0.000023595767,0.0000014175321,0.000012167254,0.00003816914,3.6403708e-7,0.00086261966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987507,0.00002048639,0.000005024664,0.000016470463,0.000014890271,0.00006808859],"domain_scores_gemma":[0.99987817,0.000022556365,0.00003337763,0.0000041252265,0.000015247502,0.000046520512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019766354,0.000121500874,0.000118690594,0.0003162677,0.0011441065,0.00027197096,0.0002375807,0.00023090308,0.001910236],"category_scores_gemma":[0.0003166177,0.00012161412,0.000091838745,0.00046276874,0.0004267128,0.00025728077,0.0005336575,0.00017809562,0.000116763804],"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":[0.000093170376,0.00013326123,0.9350286,0.000103379636,0.0000134148,0.0032194757,0.036727045,0.00015293958,0.0045713894,0.0002590239,0.0006614502,0.019036906],"study_design_scores_gemma":[0.0000044552535,0.00010627281,0.9257646,0.000028984265,0.0000073637207,0.00036829317,0.0718892,0.00012390908,0.000202242,0.000035385558,0.0014623386,0.0000068228233],"about_ca_topic_score_codex":0.04611183,"about_ca_topic_score_gemma":0.20766422,"teacher_disagreement_score":0.04611183,"about_ca_system_score_codex":0.0008258959,"about_ca_system_score_gemma":0.0010886815,"threshold_uncertainty_score":0.091686845},"labels":[],"label_agreement":null},{"id":"W3209618542","doi":"10.29303/jppi.v1i3.345","title":"BUDIDAYA SILVOFISHERY DI DESA MOROREJO KABUPATEN KENDAL UNTUK MENDUKUNG PROGRAM BUDIDAYA BERKELANJUTAN","year":2021,"lang":"id","type":"article","venue":"indonesian journal of fisheries community empowerment","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Physics; Horticulture; Environmental science; Geography; Biology","score_opus":0.017792252630021727,"score_gpt":0.24288705637312602,"score_spread":0.22509480374310428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209618542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6509139,0.005403366,0.009786005,0.004726696,0.0008444535,0.0004605524,0.0038828417,0.0008285556,0.3231536],"genre_scores_gemma":[0.610429,0.004107205,0.012922829,0.0007295757,0.00009303998,0.00031703958,0.002323955,0.00027593935,0.3688013],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995777,0.000052403764,0.000022836706,0.000097410644,0.0001451388,0.00010449549],"domain_scores_gemma":[0.9995054,0.000067930996,0.000070697584,0.000039556595,0.00018119182,0.00013522235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005610516,0.00042286672,0.00037869025,0.00057440443,0.0015482538,0.0019840186,0.00057888514,0.000494844,0.039295815],"category_scores_gemma":[0.00062434055,0.00024024215,0.00048328188,0.00071773934,0.0004515236,0.00092379126,0.0013769881,0.0009417865,0.0070869667],"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":[0.0014063456,0.0012688794,0.116583854,0.0025377795,0.00022057978,0.0012510171,0.007908062,0.0020124072,0.06978493,0.010628048,0.042917054,0.74348104],"study_design_scores_gemma":[0.00006188818,0.0010763496,0.3396175,0.000758781,0.0002123858,0.00047988916,0.013084174,0.001960756,0.028352642,0.0031178063,0.6111604,0.000117362855],"about_ca_topic_score_codex":0.01715891,"about_ca_topic_score_gemma":0.05747819,"teacher_disagreement_score":0.039295815,"about_ca_system_score_codex":0.001645444,"about_ca_system_score_gemma":0.0038543325,"threshold_uncertainty_score":0.13145763},"labels":[],"label_agreement":null},{"id":"W3531693","doi":"10.1055/s-2008-1050742","title":"Marine Natural Products: Prospects and Impacts on the Sustainable Development in Indonesia","year":2008,"lang":"en","type":"article","venue":"","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bioprospecting; Business; Natural resource; Sustainable development; Government (linguistics); Environmental planning; Marine conservation; Marine ecosystem; Environmental resource management; Biodiversity; Natural resource economics; Marine life; Environmental protection; Ecosystem; Geography; Ecology; Biology; Environmental science; Economics","score_opus":0.005576091948496693,"score_gpt":0.17492878010624668,"score_spread":0.16935268815774998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3531693","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5570539,0.23298928,0.0026121014,0.024323212,0.00042696195,0.00007483621,0.0009856892,0.000119936274,0.18141405],"genre_scores_gemma":[0.8920382,0.077934906,0.0032502913,0.0009625149,0.000101955775,0.000025724992,0.00016009179,0.000016436068,0.02550981],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999454,0.0000136566005,0.000005586791,0.00000725493,0.000014575829,0.000013498707],"domain_scores_gemma":[0.99987924,0.00001929435,0.00003407671,0.000006240454,0.000022872435,0.000038183905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019782946,0.0001916437,0.0001405053,0.00038807275,0.00025229785,0.0010949554,0.00017438813,0.00032827805,0.006158561],"category_scores_gemma":[0.00015872366,0.000058421487,0.00008781563,0.0005327917,0.00036437344,0.0005617383,0.00044737983,0.00025470246,0.00054885703],"study_design_candidate":"not_applicable","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":[0.0006336765,0.00046159938,0.06072814,0.001664662,0.000036061214,0.0030703975,0.00052461505,0.0014720652,0.028996745,0.019707067,0.0057295775,0.87697536],"study_design_scores_gemma":[0.000065110675,0.0010184363,0.34728438,0.0016980439,0.000101427075,0.0054551163,0.0066328826,0.0035579768,0.029953374,0.037673354,0.56649965,0.000060337326],"about_ca_topic_score_codex":0.002820214,"about_ca_topic_score_gemma":0.0048256367,"teacher_disagreement_score":0.006158561,"about_ca_system_score_codex":0.0005600813,"about_ca_system_score_gemma":0.0013226917,"threshold_uncertainty_score":0.020602465},"labels":[],"label_agreement":null},{"id":"W4200193204","doi":"10.18280/ijsdp.160720","title":"Evaluation of Outranking Border Region Sustainable Development in Papua Province – Papua New Guinea Using PROMETHEE","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"New guinea; Ranking (information retrieval); Geography; Sustainable development; Regional development; Environmental resource management; Regional science; Ecology; Computer science; Economics; Biology","score_opus":0.028556377668779304,"score_gpt":0.28603917599607753,"score_spread":0.25748279832729826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200193204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824453,0.00019046612,0.0061254236,0.0000709223,0.000014246226,0.00017686373,0.000325652,0.000057052166,0.0105941035],"genre_scores_gemma":[0.98420334,0.00012105257,0.013643878,0.000009830695,0.0000026118798,0.00012822408,0.0002357718,0.0000054881198,0.0016498719],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99786973,0.0012271986,0.000094154195,0.0001069981,0.00052127347,0.00018055011],"domain_scores_gemma":[0.9969035,0.0019479656,0.0002967562,0.00013401706,0.00057995255,0.00013788223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053886552,0.0004458336,0.0006247081,0.0026324952,0.0003291279,0.0014219703,0.0004320413,0.00033123567,0.0021824806],"category_scores_gemma":[0.0064366204,0.00009861253,0.00045997277,0.0017491166,0.00034669507,0.0007948224,0.0007837027,0.0003182531,0.00017843557],"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":[0.002102168,0.0022880826,0.28897592,0.00154618,0.00070148124,0.0008106737,0.0023500735,0.13083278,0.011860221,0.0090630455,0.0030629581,0.54640645],"study_design_scores_gemma":[0.00024955336,0.010053995,0.5455303,0.0003710313,0.00050450023,0.0004813525,0.016058188,0.37582985,0.024591148,0.0071815704,0.01898045,0.00016807615],"about_ca_topic_score_codex":0.0037157796,"about_ca_topic_score_gemma":0.010924785,"teacher_disagreement_score":0.0053886552,"about_ca_system_score_codex":0.0012560561,"about_ca_system_score_gemma":0.0009128981,"threshold_uncertainty_score":0.028498292},"labels":[],"label_agreement":null},{"id":"W4205280810","doi":"10.1088/1755-1315/919/1/011001","title":"Preface","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Business; Fisheries Research; Fisheries science; Sustainability; Fisheries law; Fisheries management; Fishery; Government (linguistics); Aquaculture; Political science; Fishing; Fish <Actinopterygii>; Biology; Ecology","score_opus":0.008474139417878912,"score_gpt":0.1827474328301399,"score_spread":0.17427329341226097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205280810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014499394,0.0062583555,0.0037675842,0.02650182,0.106628604,0.00058670266,0.015888903,0.0018203615,0.8370977],"genre_scores_gemma":[0.0052306713,0.0034823366,0.001414956,0.0056066546,0.01126596,0.00026583558,0.010915289,0.00077570125,0.9610426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987852,0.0001590963,0.000096975666,0.0002555422,0.00055236026,0.0001509457],"domain_scores_gemma":[0.9960978,0.00047463478,0.00014513258,0.0003545411,0.00223797,0.0006899201],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014147836,0.0010042092,0.0007551785,0.0023414353,0.002815602,0.005014032,0.001564359,0.0017200329,0.6116784],"category_scores_gemma":[0.007843608,0.00036024817,0.0006615726,0.002209325,0.00071919366,0.0035591086,0.003024615,0.0030179133,0.449896],"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":[0.000021267317,0.00001520005,0.00009668041,0.00008719524,0.0000014847227,0.000042901058,0.0000718598,0.000032403655,0.00008768792,0.0031681007,0.9662448,0.030130433],"study_design_scores_gemma":[0.0000026928403,0.000008657235,0.000211828,0.000072744944,7.599287e-7,0.000040085168,0.00008199684,0.000015207635,0.000041433246,0.00081869715,0.9987029,0.0000030093047],"about_ca_topic_score_codex":0.004781331,"about_ca_topic_score_gemma":0.004291365,"teacher_disagreement_score":0.38832158,"about_ca_system_score_codex":0.0022226423,"about_ca_system_score_gemma":0.0032077758,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4206280276","doi":"10.1016/s0015-1882(20)30284-6","title":"A cleaner egg washing process","year":2020,"lang":"en","type":"article","venue":"Filtration & Separation","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Effluent; Waste management; Business; Chemical oxygen demand; Process (computing); Environmental science; Engineering; Process engineering; Wastewater; Computer science","score_opus":0.01766518438280602,"score_gpt":0.25816024169843493,"score_spread":0.24049505731562892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206280276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5920885,0.008127559,0.24861065,0.008819669,0.0044340845,0.0022368445,0.0018099643,0.009923246,0.12394953],"genre_scores_gemma":[0.43957102,0.0057671675,0.28202403,0.0095344875,0.000558159,0.00043468067,0.0019732572,0.001213648,0.2589235],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925715,0.000038452512,0.000028323404,0.00013303448,0.0004762217,0.00006680067],"domain_scores_gemma":[0.9996482,0.000047806498,0.000042551987,0.00007663207,0.00012003054,0.000064826694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044854343,0.00052614947,0.00033290024,0.0007702704,0.0007778095,0.0010451538,0.0007562109,0.0013929914,0.007881829],"category_scores_gemma":[0.00058302365,0.00027121074,0.0005130441,0.00041105913,0.0005499607,0.0007525761,0.00095987855,0.0015597555,0.0047713034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005353676,0.000107777916,0.00028978352,0.00015656505,0.000009359653,0.00040059324,0.0001474268,0.00020164755,0.95804846,0.0013024362,0.0034179506,0.035864435],"study_design_scores_gemma":[0.0000571496,0.0006034489,0.005073104,0.00006421422,0.00004719208,0.0017442872,0.00015360152,0.0020882247,0.81158763,0.0005955077,0.17790435,0.000081266946],"about_ca_topic_score_codex":0.003961512,"about_ca_topic_score_gemma":0.0067782397,"teacher_disagreement_score":0.007881829,"about_ca_system_score_codex":0.000395657,"about_ca_system_score_gemma":0.0007958293,"threshold_uncertainty_score":0.026367307},"labels":[],"label_agreement":null},{"id":"W4210762817","doi":"10.29244/haj.2.1.55","title":"Pendekatan sosio-spasial masyarakat pesisir dalam pemanfaatan zona perikanan tangkap nelayan di Kabupaten Morotai, Maluku Utara","year":2022,"lang":"id","type":"article","venue":"Habitus Aquatica","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Political science; Humanities; Art","score_opus":0.010083277676298822,"score_gpt":0.20545586413995492,"score_spread":0.1953725864636561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210762817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4829979,0.019596376,0.043135535,0.0148817655,0.0013400617,0.00069145614,0.004461348,0.0018898878,0.43100572],"genre_scores_gemma":[0.7229026,0.011627633,0.02241564,0.001737887,0.0001405118,0.0003177989,0.0021140836,0.00036690084,0.2383769],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99935085,0.00008810857,0.00002949734,0.00014137688,0.00022730141,0.00016285108],"domain_scores_gemma":[0.99947935,0.000056781144,0.00008509207,0.000053131065,0.00019317752,0.00013253845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082746905,0.0006974134,0.00058817497,0.00098592,0.0019827054,0.003395547,0.0006726803,0.000967355,0.023786925],"category_scores_gemma":[0.0005545568,0.00035664323,0.00085938774,0.0012434502,0.0011614559,0.0020326928,0.0026988678,0.0014990023,0.0055396706],"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":[0.001311838,0.00067520357,0.057971552,0.004243235,0.00033576565,0.0033796031,0.0070402725,0.0039882837,0.38876638,0.05105943,0.034191858,0.44703656],"study_design_scores_gemma":[0.00004197541,0.0008026113,0.07236548,0.0005792924,0.00019654435,0.0011217793,0.009025271,0.00206101,0.06255429,0.008173125,0.84296656,0.00011202488],"about_ca_topic_score_codex":0.013555326,"about_ca_topic_score_gemma":0.030312456,"teacher_disagreement_score":0.023786925,"about_ca_system_score_codex":0.0030807017,"about_ca_system_score_gemma":0.0049342564,"threshold_uncertainty_score":0.07957524},"labels":[],"label_agreement":null},{"id":"W4225133812","doi":"10.33378/jppik.v16i1.270","title":"Faktor Pendukung Tumbuhnya Kelompok Mina Eduwisata pada Poklahsar Jaya Sejati, Desa Nyamplung Sari, Petarukan, Pemalang","year":2022,"lang":"id","type":"article","venue":"Jurnal Penyuluhan Perikanan dan Kelautan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.00976262151270073,"score_gpt":0.2113152347384854,"score_spread":0.20155261322578466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225133812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5221582,0.04354965,0.008777682,0.014808899,0.002709183,0.0005546776,0.006387038,0.0005868058,0.40046778],"genre_scores_gemma":[0.7388131,0.01749913,0.005502918,0.0013321106,0.0002875174,0.00026663262,0.0036956824,0.00010834223,0.23249452],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989773,0.00018850097,0.000063793836,0.00018994242,0.00030482063,0.0002755272],"domain_scores_gemma":[0.9990101,0.00017077367,0.0002074544,0.00009018143,0.00032081408,0.00020067094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011663112,0.00058631646,0.00046838386,0.00092894945,0.0021777186,0.004597504,0.0004917214,0.0010794742,0.035198357],"category_scores_gemma":[0.0014413773,0.00036345888,0.0005457589,0.0010562642,0.0007501227,0.0016411992,0.0021155877,0.001444042,0.008740231],"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":[0.0010389191,0.00073598896,0.18212135,0.0038757036,0.00027658822,0.0031929289,0.010057777,0.0015073629,0.03924658,0.046781115,0.08072127,0.6304444],"study_design_scores_gemma":[0.000041834664,0.00046668228,0.13689074,0.0007356507,0.00016565571,0.0012851529,0.011541998,0.00070678594,0.012156425,0.004388504,0.8315138,0.00010664085],"about_ca_topic_score_codex":0.00849515,"about_ca_topic_score_gemma":0.02117838,"teacher_disagreement_score":0.035198357,"about_ca_system_score_codex":0.0017029064,"about_ca_system_score_gemma":0.0035315207,"threshold_uncertainty_score":0.11775023},"labels":[],"label_agreement":null},{"id":"W4231395529","doi":"10.31219/osf.io/5tf8x","title":"Integrasi Pertanian Terhadap Perubahan Iklim di Wilayah Pedesaan, Pesisir dan Pulau-Pulau Kecil: Makalah","year":2021,"lang":"id","type":"preprint","venue":"","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.013441608806136452,"score_gpt":0.222053605550724,"score_spread":0.20861199674458755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231395529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6537505,0.009780418,0.0059797075,0.0072460636,0.0003999981,0.00009726964,0.0008453017,0.00035376326,0.32154694],"genre_scores_gemma":[0.7905952,0.003561789,0.0030949654,0.0004056876,0.000104174775,0.00007289056,0.00056937337,0.0001494743,0.20144655],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99967766,0.00005080954,0.00000955581,0.00007714999,0.00009564193,0.00008921493],"domain_scores_gemma":[0.99971694,0.000037511552,0.00003829323,0.000028903536,0.00009707456,0.00008121773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036544976,0.00037063297,0.000311406,0.00072183035,0.0020053668,0.0039851554,0.0004541934,0.00074119825,0.029434105],"category_scores_gemma":[0.0006166415,0.00023317787,0.00024121003,0.0010410864,0.0011151317,0.0019895402,0.002999518,0.00096056063,0.0041302084],"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":[0.0012533241,0.0007110064,0.10140355,0.0022840372,0.00023010797,0.011295197,0.07486265,0.0012597626,0.15227097,0.13605723,0.046213772,0.4721584],"study_design_scores_gemma":[0.000044535926,0.00028551294,0.1250912,0.00038961254,0.00012487348,0.0023373968,0.05440668,0.0008303652,0.025697263,0.0213885,0.76932335,0.00008065891],"about_ca_topic_score_codex":0.0063144066,"about_ca_topic_score_gemma":0.014938608,"teacher_disagreement_score":0.029434105,"about_ca_system_score_codex":0.0014962315,"about_ca_system_score_gemma":0.0020816599,"threshold_uncertainty_score":0.09846693},"labels":[],"label_agreement":null},{"id":"W4237359457","doi":"10.31227/osf.io/gxm75","title":"PERTUMBUHAN DAN KANDUNGAN KARAGINAN RUMPUT LAUT Kappaphycus alvarezii PADA DOSIS MIKROORGANISME LOKAL (MOL) BUAH MAJA","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Animal science; Horticulture; Biology","score_opus":0.008850594796136093,"score_gpt":0.20607691198204836,"score_spread":0.19722631718591227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237359457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753259,0.0051763062,0.004412047,0.00029250522,0.000111016634,0.0001346517,0.0009532558,0.00025592785,0.0133383265],"genre_scores_gemma":[0.9544484,0.002143018,0.0067167557,0.00022192813,0.00002478817,0.00019972894,0.001290661,0.00011327524,0.03484147],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997584,0.000034289624,0.000015855716,0.000064261905,0.00008741478,0.00003980778],"domain_scores_gemma":[0.9997861,0.000043096486,0.000041114326,0.000021040316,0.00006452161,0.000044255656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018296542,0.0005650491,0.000490278,0.00028214676,0.00044635858,0.0008321128,0.00031650419,0.00035870995,0.0052958373],"category_scores_gemma":[0.00022358769,0.00022013548,0.00037988363,0.00029955606,0.00026879582,0.0005209632,0.00046825263,0.0007540304,0.0010016313],"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":[0.00041002614,0.00008968371,0.0015367793,0.00035066408,0.000020089,0.00014029621,0.00017640386,0.00009011237,0.98733985,0.00014858987,0.0002027453,0.00949471],"study_design_scores_gemma":[0.000028938224,0.0018173448,0.025884483,0.00006725799,0.00008307733,0.00044289886,0.00077096483,0.00045744807,0.94174427,0.00030954965,0.028357336,0.000036330293],"about_ca_topic_score_codex":0.0022389637,"about_ca_topic_score_gemma":0.004193549,"teacher_disagreement_score":0.0052958373,"about_ca_system_score_codex":0.00046174688,"about_ca_system_score_gemma":0.00040948877,"threshold_uncertainty_score":0.017716348},"labels":[],"label_agreement":null},{"id":"W4250082228","doi":"10.31230/osf.io/382bv","title":"Ekosistem terumbu karang di Pulau Maputi, Kabupaten Donggala, Provinsi Sulawesi Tengah","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Forestry; Geography; Art","score_opus":0.013302168944872909,"score_gpt":0.2108101802354181,"score_spread":0.19750801129054518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250082228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95402586,0.0036895145,0.0016736847,0.0015742932,0.00010137233,0.00024000883,0.0037434297,0.00017376874,0.034778096],"genre_scores_gemma":[0.9590646,0.0022222342,0.003234579,0.0004291376,0.00002279012,0.0001702415,0.0024630602,0.000030620347,0.032362822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99981266,0.000024307888,0.000009902553,0.000041505442,0.000040660678,0.00007097464],"domain_scores_gemma":[0.99982506,0.000028429047,0.000038702052,0.000010974558,0.000053973297,0.000042829954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022581819,0.0005072724,0.00024634157,0.0008687837,0.0011464996,0.0011832973,0.00044208043,0.00047384686,0.008531903],"category_scores_gemma":[0.00039468208,0.0002938896,0.00029709132,0.0011550632,0.0006849846,0.0006446765,0.0012254945,0.0005276328,0.0009576693],"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":[0.00060195255,0.00024236282,0.6696459,0.0021139393,0.00025116807,0.0075094784,0.022300642,0.0011774492,0.028926937,0.006682015,0.018188478,0.24235961],"study_design_scores_gemma":[0.00002734497,0.00021635603,0.84771836,0.00036658518,0.00015445141,0.0030452646,0.029283745,0.00056123594,0.004797396,0.0009723286,0.112788945,0.00006802214],"about_ca_topic_score_codex":0.11439451,"about_ca_topic_score_gemma":0.27206,"teacher_disagreement_score":0.11439451,"about_ca_system_score_codex":0.0019967498,"about_ca_system_score_gemma":0.004016757,"threshold_uncertainty_score":0.22745734},"labels":[],"label_agreement":null},{"id":"W4252618109","doi":"10.31219/osf.io/4zq85","title":"ANALISIS BIOEKONOMI SUMBERDAYA IKAN PELAGIS KECIL DI KECAMATAN TEHORU KABUPATEN MALUKU TENGAH","year":2021,"lang":"id","type":"preprint","venue":"","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics","score_opus":0.015256142226966625,"score_gpt":0.21806835681555173,"score_spread":0.20281221458858512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252618109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96589136,0.0075385626,0.0030367011,0.00026946882,0.00013483809,0.0002106116,0.0050913454,0.00006758665,0.017759403],"genre_scores_gemma":[0.93600094,0.0067301174,0.008499406,0.0002840651,0.00004901074,0.00030734044,0.004956778,0.00007257624,0.04309981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991242,0.000102388236,0.00006669566,0.00024977373,0.000328332,0.00012859912],"domain_scores_gemma":[0.9993017,0.00014934003,0.00011440561,0.000040872874,0.00031925476,0.00007452769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006959888,0.00072961143,0.0009623666,0.0018352519,0.0013347269,0.0027109743,0.00038486457,0.00065926835,0.006000313],"category_scores_gemma":[0.00073513907,0.0003397697,0.0010113625,0.0023364972,0.00047855813,0.000783612,0.0008472254,0.00095491234,0.0020700297],"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":[0.0016069938,0.0005175432,0.5497162,0.002976454,0.0006771567,0.0011422863,0.008723977,0.0007348424,0.29982242,0.0011768332,0.0027487755,0.13015656],"study_design_scores_gemma":[0.000012965378,0.000624742,0.88459104,0.0003092854,0.00037353145,0.00061372214,0.009923808,0.0008559333,0.06408595,0.00051211525,0.038031124,0.00006577019],"about_ca_topic_score_codex":0.015157641,"about_ca_topic_score_gemma":0.03392084,"teacher_disagreement_score":0.015157641,"about_ca_system_score_codex":0.00088612695,"about_ca_system_score_gemma":0.0011079536,"threshold_uncertainty_score":0.03013885},"labels":[],"label_agreement":null},{"id":"W4254495234","doi":"10.21009/spatial.171.07","title":"","year":2017,"lang":"","type":"article","venue":"Jurnal SPATIAL Wahana Komunikasi dan Informasi Geografi","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Geography; Forestry","score_opus":0.010903209060791863,"score_gpt":0.23308961745742585,"score_spread":0.22218640839663398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254495234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012194139,0.008883482,0.016197667,0.010519557,0.0058488594,0.0007955696,0.009113412,0.003566145,0.9328811],"genre_scores_gemma":[0.055743497,0.009485941,0.015592575,0.005340829,0.0009721768,0.00070302055,0.011412951,0.0010292534,0.8997197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973659,0.00040035896,0.00021297862,0.0006460912,0.0010575758,0.00031713027],"domain_scores_gemma":[0.99696964,0.00037743113,0.00018982265,0.00053030084,0.0014815378,0.0004513444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020215597,0.0010675315,0.0009042766,0.0018679731,0.0024527772,0.0061884285,0.0018208799,0.0027507872,0.38199097],"category_scores_gemma":[0.0049873306,0.0005922729,0.0010271418,0.0020310122,0.0011399258,0.0027894077,0.003952581,0.002517962,0.24776414],"study_design_candidate":"not_applicable","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":[0.00062987546,0.0002988931,0.0068516852,0.001588983,0.00007585299,0.00096330745,0.0015006674,0.00036426747,0.009821182,0.03529698,0.4204906,0.52211773],"study_design_scores_gemma":[0.000023207987,0.00007716301,0.0024708284,0.0002808634,0.00001977217,0.0004971707,0.0004938995,0.00017164022,0.0017665155,0.0029641998,0.9912124,0.000022217942],"about_ca_topic_score_codex":0.006174578,"about_ca_topic_score_gemma":0.0080410605,"teacher_disagreement_score":0.61800903,"about_ca_system_score_codex":0.0021414664,"about_ca_system_score_gemma":0.004962671,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4281745952","doi":"10.26443/jiows.v6i1.127","title":"Ambon Bay, Moluccas, Indonesia","year":2022,"lang":"en","type":"article","venue":"The Journal of Indian Ocean World Studies","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Archipelago; Bay; Indonesian; Geography; Indian ocean; Colonialism; Center (category theory); Oceanography; Ancient history; History; Archaeology; Geology","score_opus":0.013099070656781306,"score_gpt":0.23058251201420918,"score_spread":0.21748344135742786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281745952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6251596,0.007223064,0.0005629404,0.0076637757,0.0012275437,0.00022564596,0.0040071458,0.00033921233,0.35359105],"genre_scores_gemma":[0.8330122,0.004462285,0.0019850996,0.0010247822,0.000104524166,0.00015242663,0.0016913826,0.000055994093,0.15751122],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999424,0.000005813322,0.0000038793755,0.000013822126,0.000012917988,0.00002118777],"domain_scores_gemma":[0.99991906,0.0000061339956,0.000016011643,0.0000039466436,0.00002945214,0.000025498086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085230764,0.00034650342,0.00014852572,0.00033325367,0.0015039889,0.0011122582,0.0004389068,0.00043958536,0.013715378],"category_scores_gemma":[0.00021481728,0.00014895831,0.00008833653,0.00047048478,0.0004421917,0.0006029009,0.0010997017,0.0005804839,0.0018825111],"study_design_candidate":"not_applicable","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":[0.0014189082,0.0006308274,0.18274722,0.0024169427,0.00006932748,0.015222774,0.012411086,0.0012514413,0.016585713,0.014327777,0.1876207,0.5652973],"study_design_scores_gemma":[0.0001319214,0.0002555257,0.46967357,0.0008760769,0.0000663545,0.004320674,0.037500728,0.0011654127,0.0039653457,0.0022859466,0.4796962,0.00006223425],"about_ca_topic_score_codex":0.059718195,"about_ca_topic_score_gemma":0.13306981,"teacher_disagreement_score":0.059718195,"about_ca_system_score_codex":0.0013838896,"about_ca_system_score_gemma":0.0024577887,"threshold_uncertainty_score":0.118741214},"labels":[],"label_agreement":null},{"id":"W4285185653","doi":"10.5267/j.uscm.2022.3.010","title":"Impact of loading and unloading productivity on service user satisfaction","year":2022,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Productivity; Service (business); Business; Work (physics); Operations management; Marketing; Engineering","score_opus":0.009970959157168073,"score_gpt":0.2294684954137143,"score_spread":0.21949753625654622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285185653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99751735,0.000020567897,0.00014944973,0.00009121932,0.000003168546,0.0000062704316,0.00007821915,0.000005116328,0.0021285238],"genre_scores_gemma":[0.9995153,0.00001988849,0.00005411292,0.00001457006,0.0000017248854,0.000004416393,0.000047125308,0.0000014439541,0.00034146593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843556,0.0006422206,0.00013184301,0.00006800665,0.00039101695,0.00033135468],"domain_scores_gemma":[0.9959194,0.0015552611,0.00092682947,0.00014827665,0.0007243742,0.00072593713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090271,0.00018081021,0.00024255086,0.0005140344,0.00045755986,0.0011045071,0.00020512342,0.00022590044,0.0053094695],"category_scores_gemma":[0.0035086581,0.00009065704,0.0004912283,0.0008577437,0.0004190896,0.00042582693,0.0007342261,0.00048519744,0.0004132911],"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":[0.00012697406,0.00021528972,0.97822547,0.00003756551,0.000045845612,0.00016039459,0.0023502633,0.0003353844,0.0005409746,0.00016633033,0.0003132925,0.017482195],"study_design_scores_gemma":[0.0000033111307,0.00022918216,0.98920923,0.000013534255,0.000017601214,0.00007899647,0.0082922485,0.0012056188,0.00021760637,0.00007628605,0.00064737356,0.000008939123],"about_ca_topic_score_codex":0.0039504487,"about_ca_topic_score_gemma":0.004145448,"teacher_disagreement_score":0.0053094695,"about_ca_system_score_codex":0.00052876305,"about_ca_system_score_gemma":0.0006558166,"threshold_uncertainty_score":0.017761946},"labels":[],"label_agreement":null},{"id":"W4306965304","doi":"10.18280/ijsdp.170633","title":"Traditional Knowledge of Marine Resources and Their Relations to the Coastal Community’s Economic Well-Being in Peninsular Malaysia","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Malaysia Terengganu; Ministry of Higher Education, Malaysia","keywords":"Marine conservation; Livelihood; Resource (disambiguation); Thematic analysis; Environmental resource management; Traditional knowledge; Nonprobability sampling; Business; Geography; Environmental planning; Qualitative research; Agriculture; Ecology; Sociology; Economics; Social science","score_opus":0.01024208581361645,"score_gpt":0.20764192559035177,"score_spread":0.1973998397767353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306965304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982345,0.0002135006,0.000018609382,0.00015111476,0.0000018981132,0.0000033767092,0.000008902537,2.6474598e-7,0.00136781],"genre_scores_gemma":[0.9994723,0.0002459727,0.000031544612,0.00002240063,9.1156795e-7,0.00000278193,0.0000043957652,1.7853958e-7,0.00021949303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994784,0.00025858264,0.00003429153,0.000031370357,0.000084920044,0.000112350244],"domain_scores_gemma":[0.9985996,0.0004203158,0.0005142224,0.000033494664,0.0001431088,0.00028924824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000927587,0.00013991077,0.00017966633,0.00086039916,0.0013105627,0.0016603604,0.0002970978,0.00026614754,0.0015485737],"category_scores_gemma":[0.0015783673,0.00013187174,0.00012852311,0.00084539724,0.001183499,0.0010887028,0.0013240932,0.00043913198,0.00008471679],"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":[0.00008107289,0.00025177092,0.6817238,0.00040085203,0.000052993742,0.0018007222,0.2677827,0.00020631436,0.00076943036,0.002408564,0.0006012115,0.043920588],"study_design_scores_gemma":[0.0000033755991,0.00012798102,0.36086833,0.00029219058,0.00002071018,0.0004859982,0.6341494,0.0001967618,0.00016545871,0.0003036103,0.0033684408,0.00001773875],"about_ca_topic_score_codex":0.01829654,"about_ca_topic_score_gemma":0.043267522,"teacher_disagreement_score":0.01829654,"about_ca_system_score_codex":0.0014231252,"about_ca_system_score_gemma":0.001772504,"threshold_uncertainty_score":0.036380112},"labels":[],"label_agreement":null},{"id":"W4310834864","doi":"10.30595/pspfs.v4i.520","title":"Akumulasi Logam Berat Cd Pada Matriks Air, Sedimen, dan Ikan Nilem (Osteochilus hasselti) di Sungai Tajum Kabupaten Banyumas Jawa Tengah","year":2022,"lang":"id","type":"article","venue":"Proceedings Series on Physical & Formal Sciences","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"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":"","keywords":"Physics; Environmental chemistry; Chemistry","score_opus":0.01006528247835467,"score_gpt":0.21942827500885323,"score_spread":0.20936299253049856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310834864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97015697,0.0018832457,0.009008426,0.00021646266,0.00009427038,0.00029768646,0.0022145556,0.00019636058,0.015932048],"genre_scores_gemma":[0.9379328,0.002003943,0.020849176,0.00033525706,0.00002683245,0.000335107,0.002131041,0.00009890815,0.036286946],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993906,0.00005758995,0.000048551177,0.00018680509,0.00025784044,0.000058607257],"domain_scores_gemma":[0.9994635,0.00011936426,0.0000980893,0.000044484943,0.00022157741,0.000052957013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004345837,0.0005060428,0.00056925643,0.0010174395,0.000935033,0.0010782352,0.00035155553,0.00050330034,0.0057966537],"category_scores_gemma":[0.00050719065,0.00029427992,0.0006344328,0.0010272362,0.00064339675,0.00042459532,0.0007581836,0.0005909427,0.0010981299],"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":[0.0010853854,0.00033990765,0.15629037,0.0010442102,0.00015128373,0.0009619055,0.0014547907,0.00063017156,0.72212034,0.0007083021,0.0011942952,0.11401891],"study_design_scores_gemma":[0.00007427127,0.0029717963,0.59181094,0.00017998992,0.0003746909,0.0028659604,0.0036781924,0.0016958349,0.35173118,0.0012254218,0.04330053,0.00009125569],"about_ca_topic_score_codex":0.007551167,"about_ca_topic_score_gemma":0.024622984,"teacher_disagreement_score":0.007551167,"about_ca_system_score_codex":0.00070161116,"about_ca_system_score_gemma":0.0010742715,"threshold_uncertainty_score":0.019391716},"labels":[],"label_agreement":null},{"id":"W4312198213","doi":"10.29303/jpmpi.v5i4.2503","title":"Penyusunan Rencana Strategis Pengelolaan Sumberdaya Pesisir di Dusun Ujung Desa Pemongkong Kebupaten Lombok Timur","year":2022,"lang":"id","type":"article","venue":"Jurnal Pengabdian Magister Pendidikan IPA","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics","score_opus":0.016013908274459525,"score_gpt":0.22084384682135752,"score_spread":0.204829938546898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312198213","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54320806,0.005318521,0.022419892,0.018113697,0.0009373604,0.0006350269,0.00071118725,0.00031615858,0.40834004],"genre_scores_gemma":[0.70671964,0.003246973,0.01672264,0.0013875951,0.00006626187,0.00045031955,0.00027748328,0.00015689265,0.27097213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991247,0.00027694844,0.0000435993,0.00014390385,0.00021808864,0.00019277133],"domain_scores_gemma":[0.99936455,0.00017712744,0.00006944943,0.00004411907,0.00020103317,0.00014378912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001436737,0.00059784285,0.000458281,0.0007062282,0.0037128858,0.003835346,0.0006654603,0.0010534237,0.02946229],"category_scores_gemma":[0.0013322859,0.00031553587,0.0004086153,0.00077034126,0.0014457688,0.0029273443,0.0030068336,0.0015017721,0.003914357],"study_design_candidate":"not_applicable","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":[0.0007879378,0.00058305927,0.039625693,0.0037305474,0.00013734725,0.0042779706,0.2613404,0.0011135009,0.05655686,0.11682465,0.045498576,0.46952343],"study_design_scores_gemma":[0.000031369902,0.00035916225,0.05864631,0.0010451729,0.00009194136,0.0008427022,0.16040519,0.0006392314,0.012181391,0.010131004,0.7554775,0.0001490336],"about_ca_topic_score_codex":0.011477703,"about_ca_topic_score_gemma":0.03241861,"teacher_disagreement_score":0.02946229,"about_ca_system_score_codex":0.0031663238,"about_ca_system_score_gemma":0.004753433,"threshold_uncertainty_score":0.09856117},"labels":[],"label_agreement":null},{"id":"W4313056537","doi":"10.58487/akrabjuara.v7i3.1926","title":"PANDEMI COVID-19 DALAM KEHIDUPAN SOSIAL-EKONOMI MASYARAKAT NELAYAN KELURAHAN PINANGSORI KECAMATAN PINANGSORI KABUPATEN TAPANULI TENGAH","year":2022,"lang":"en","type":"article","venue":"Akrab Juara Jurnal Ilmu-ilmu Sosial","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Fishing; Field research; Government (linguistics); Coronavirus disease 2019 (COVID-19); Pandemic; Business; Stipulation; Fish <Actinopterygii>; Distribution (mathematics); Documentation; Socioeconomics; Geography; Fishery; Economics; Political science; Sociology; Social science","score_opus":0.015536688060579083,"score_gpt":0.23472527636538498,"score_spread":0.2191885883048059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313056537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8726123,0.0034623626,0.0006695863,0.0034390553,0.00027838445,0.00027827988,0.00075409,0.00007023434,0.11843579],"genre_scores_gemma":[0.94988054,0.0033927315,0.00091932865,0.00042453496,0.00003121768,0.00012504101,0.0006233185,0.000014580731,0.04458875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99988043,0.000015409596,0.0000071155296,0.000017440041,0.000025351937,0.00005416636],"domain_scores_gemma":[0.9998204,0.00003082541,0.000027433976,0.000009536489,0.00003857732,0.000073180774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018810942,0.0002396599,0.00013806608,0.00031710765,0.0016800313,0.0010546086,0.00026188875,0.00032811816,0.01789291],"category_scores_gemma":[0.00036648856,0.00014558787,0.000098199176,0.00052336947,0.0004438956,0.00076476444,0.0014314224,0.00055419485,0.0012123816],"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":[0.00052103074,0.0006098645,0.41324243,0.0031860832,0.00006805655,0.027275091,0.057434257,0.00074981,0.034086395,0.032469,0.05322714,0.3771308],"study_design_scores_gemma":[0.000035484187,0.00038155244,0.45621476,0.0007515639,0.00004152246,0.00906847,0.108462796,0.0006586727,0.0033962508,0.0021588604,0.4187688,0.00006124064],"about_ca_topic_score_codex":0.012800625,"about_ca_topic_score_gemma":0.026709644,"teacher_disagreement_score":0.01789291,"about_ca_system_score_codex":0.001068434,"about_ca_system_score_gemma":0.0034228845,"threshold_uncertainty_score":0.059857726},"labels":[],"label_agreement":null},{"id":"W4318815972","doi":"10.33772/jsl.v7i3.28644","title":"KONDISI TERUMBU KARANG DAN KOMUNITAS IKAN PADA AREA PENCADANGAN KAWASAN KONSERVASI DAERAH (KKD) WATUPUTE, KABUPATEN KOLAKA UTARA","year":2022,"lang":"en","type":"article","venue":"Jurnal Sapa Laut (Jurnal Ilmu Kelautan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Reef; Fishery; Coral reef; Belt transect; Marine protected area; Transect; Coral reef fish; Geography; Fish <Actinopterygii>; Biomass (ecology); Coral; Environmental science; Oceanography; Ecology; Biology; Abundance (ecology); Habitat; Geology","score_opus":0.011653326032176559,"score_gpt":0.20333401118045175,"score_spread":0.1916806851482752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318815972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950836,0.003391037,0.0015216927,0.0006578818,0.00008210306,0.00012461247,0.0016482925,0.00013932213,0.041598998],"genre_scores_gemma":[0.96337277,0.002025979,0.0045304494,0.00014244202,0.000014895067,0.00015377188,0.0013374684,0.000029335288,0.028392836],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99991536,0.000009763903,0.0000061485216,0.000023289898,0.000012048098,0.00003328221],"domain_scores_gemma":[0.9998994,0.000028290788,0.000023386187,0.00000963963,0.000012659615,0.000026698264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014043217,0.00033608035,0.00020645969,0.00047935502,0.0007803091,0.0009048764,0.0003164713,0.00024737907,0.011764963],"category_scores_gemma":[0.00022716637,0.00016970582,0.00021746647,0.0007353829,0.0003882587,0.00051473355,0.0014038199,0.00039112702,0.0010142283],"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":[0.0007118826,0.00036459407,0.27586475,0.0020574927,0.0001464367,0.010303586,0.008191804,0.0020367526,0.04044674,0.008960148,0.013308631,0.63760716],"study_design_scores_gemma":[0.000039469007,0.00041621065,0.8276853,0.00054454897,0.00015783373,0.0055822707,0.016094498,0.0014109864,0.005595076,0.0016905835,0.14070855,0.00007465656],"about_ca_topic_score_codex":0.007427427,"about_ca_topic_score_gemma":0.027197296,"teacher_disagreement_score":0.011764963,"about_ca_system_score_codex":0.00058847305,"about_ca_system_score_gemma":0.0017305689,"threshold_uncertainty_score":0.03935778},"labels":[],"label_agreement":null},{"id":"W4319079632","doi":"10.55365/1923.x2022.20.103","title":"Sustainable Development Goals for Empowering Women Fishers Through Mangrove Use","year":2023,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Diponegoro","keywords":"Empowerment; Government (linguistics); Statute; Business; Legal research; Sustainable development; Informal sector; Fishing; Economic growth; Socioeconomics; Political science; Law; Economics","score_opus":0.015822467221390978,"score_gpt":0.2270876292994548,"score_spread":0.21126516207806384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319079632","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12748584,0.28383327,0.0078062816,0.15922661,0.0009923639,0.00020591007,0.0008553973,0.00013259308,0.4194617],"genre_scores_gemma":[0.7813056,0.16942257,0.0047041434,0.005753653,0.00034027308,0.0001356505,0.00028840607,0.000022738477,0.038027037],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997656,0.0000709516,0.000010792154,0.000018108894,0.00008629529,0.000048182097],"domain_scores_gemma":[0.9997048,0.00007327175,0.000085085616,0.000011543145,0.00006896912,0.0000562403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061577815,0.00013672166,0.000089373454,0.00070407847,0.00051456335,0.0014568508,0.00032229084,0.00054202735,0.002021503],"category_scores_gemma":[0.00093405176,0.000055448996,0.00010808047,0.0006400906,0.0011676685,0.0012181613,0.0009838768,0.00059723714,0.00030050203],"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":[0.000021993425,0.0001626941,0.018799417,0.0022352175,0.0000283457,0.00034266632,0.0030609006,0.00092878926,0.0013658543,0.43125042,0.069210246,0.47259355],"study_design_scores_gemma":[0.000011299722,0.000057546556,0.06805309,0.0048192847,0.00002728384,0.0002904678,0.004220989,0.00055278087,0.0008278952,0.049247954,0.8718716,0.000019728277],"about_ca_topic_score_codex":0.011229991,"about_ca_topic_score_gemma":0.023196228,"teacher_disagreement_score":0.011229991,"about_ca_system_score_codex":0.0013323893,"about_ca_system_score_gemma":0.0050593554,"threshold_uncertainty_score":0.02232927},"labels":[],"label_agreement":null},{"id":"W4319156825","doi":"10.14710/buloma.v12i1.47843","title":"Keragaman Fitoplankton dan Potensi Harmfull Algal Blooms (HABs) di Perairan Sungai Musi Bagian Hilir Provinsi Sumatera Selatan","year":2022,"lang":"id","type":"article","venue":"BULETIN OSEANOGRAFI MARINA","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Biology; Navicula; Oscillatoria; Botany; Algae; Cyanobacteria","score_opus":0.006726906673079444,"score_gpt":0.18788670633669408,"score_spread":0.18115979966361462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319156825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781366,0.0006647671,0.000835943,0.00024174593,0.00003759715,0.000051771127,0.0010333353,0.00007228431,0.01892603],"genre_scores_gemma":[0.88866335,0.0016711354,0.0073656333,0.00028137644,0.000025409177,0.00011388396,0.0023715692,0.00006873963,0.0994389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998173,0.000011749951,0.000009211278,0.00006996336,0.00005541719,0.000036449692],"domain_scores_gemma":[0.9998497,0.000015243229,0.00003195196,0.00001279812,0.00006254112,0.000027697854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001268542,0.00038196496,0.00025334422,0.0003055994,0.0010014543,0.00088902604,0.00026297744,0.0002031283,0.006631764],"category_scores_gemma":[0.00014003916,0.00026008996,0.00028468916,0.00049887627,0.0001947372,0.00045155053,0.0006485135,0.00048556898,0.0009936672],"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":[0.000923494,0.0005176082,0.49342203,0.0007999979,0.00032857753,0.0012883175,0.008993139,0.00054185884,0.26248303,0.001192836,0.006471001,0.2230381],"study_design_scores_gemma":[0.000030387691,0.0003174679,0.9081508,0.000047257334,0.00014264723,0.00058133417,0.0053816796,0.00041449003,0.027176207,0.00011205012,0.057614826,0.000030803527],"about_ca_topic_score_codex":0.050933663,"about_ca_topic_score_gemma":0.23017333,"teacher_disagreement_score":0.050933663,"about_ca_system_score_codex":0.001113925,"about_ca_system_score_gemma":0.0014090852,"threshold_uncertainty_score":0.10127437},"labels":[],"label_agreement":null},{"id":"W4321375669","doi":"10.24319/jtpk.13.195-207","title":"PENGELOLAAN PERIKANAN HIU DI PELABUHAN PERIKANAN PANTAI TEGALSARI TEGAL","year":2023,"lang":"id","type":"article","venue":"Jurnal Teknologi Perikanan dan Kelautan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Fishery; Geography; Biology","score_opus":0.01599791616388511,"score_gpt":0.23928496757195514,"score_spread":0.22328705140807004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321375669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62709916,0.0066981213,0.019407438,0.004899541,0.000476197,0.00022647687,0.0015408777,0.0009684929,0.33868372],"genre_scores_gemma":[0.84083784,0.0046409727,0.015013157,0.0005133215,0.00006364104,0.00012781956,0.0007538281,0.0001900306,0.13785939],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99975187,0.000033823657,0.0000088963225,0.00007350647,0.00007126828,0.000060641705],"domain_scores_gemma":[0.9997918,0.00002869892,0.00003911821,0.000018776196,0.000070459195,0.000051240266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024692426,0.00043841885,0.00025918073,0.0005944873,0.0018643732,0.0021767665,0.00043070797,0.000589527,0.022679804],"category_scores_gemma":[0.00033729622,0.00026564862,0.0002772469,0.0012228027,0.0008529408,0.0012988311,0.0015831671,0.0007363721,0.003838131],"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":[0.00066214136,0.0002766248,0.10494688,0.0021211675,0.00011239492,0.004502188,0.010995351,0.0019414648,0.108560994,0.025345696,0.020946736,0.71958834],"study_design_scores_gemma":[0.00003503786,0.0005503326,0.3277514,0.00053451664,0.00011063929,0.0030285,0.016650034,0.0016172609,0.016357964,0.0076544797,0.62557733,0.00013247979],"about_ca_topic_score_codex":0.018269978,"about_ca_topic_score_gemma":0.06105829,"teacher_disagreement_score":0.022679804,"about_ca_system_score_codex":0.0013504673,"about_ca_system_score_gemma":0.0028706286,"threshold_uncertainty_score":0.07587153},"labels":[],"label_agreement":null},{"id":"W4321462100","doi":"10.35334/harpodon.v15i2.3000","title":"PERMASALAHAN DAN KEBIJAKAN PENGELOLAAN PERIKANAN TANGKAP DI KEPULAUAN ARU","year":2022,"lang":"id","type":"article","venue":"Jurnal Harpodon Borneo","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Business administration; Business","score_opus":0.010433183955059135,"score_gpt":0.2092848243162204,"score_spread":0.19885164036116126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321462100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7494295,0.010121693,0.02510489,0.0031234429,0.0005492198,0.0007839177,0.0058731125,0.0011197045,0.20389445],"genre_scores_gemma":[0.83094686,0.0058612763,0.030221647,0.0008245679,0.00008375382,0.00058464904,0.0031493886,0.00040678278,0.127921],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990727,0.00013926736,0.00005539314,0.0002089118,0.00038012245,0.00014361652],"domain_scores_gemma":[0.9989606,0.0002701152,0.00014119907,0.00013336219,0.0003843203,0.00011039698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009317358,0.00069167925,0.00062601455,0.0009841932,0.0017363194,0.0035876129,0.000759899,0.00071467983,0.04008272],"category_scores_gemma":[0.0014653904,0.00037698704,0.00064590067,0.0017478731,0.00083355635,0.0025386997,0.0014931408,0.0012432779,0.0054626516],"study_design_candidate":"not_applicable","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":[0.002402131,0.00075934577,0.0856531,0.006239376,0.00027571246,0.0035874515,0.018810704,0.0018375476,0.19677974,0.019973984,0.018155036,0.6455259],"study_design_scores_gemma":[0.000115787385,0.0013012282,0.17417148,0.001311607,0.0003882846,0.0020179248,0.023914946,0.0018411663,0.10529776,0.0073210173,0.68210477,0.00021395842],"about_ca_topic_score_codex":0.0128582865,"about_ca_topic_score_gemma":0.042369965,"teacher_disagreement_score":0.04008272,"about_ca_system_score_codex":0.001586101,"about_ca_system_score_gemma":0.0035584674,"threshold_uncertainty_score":0.13409007},"labels":[],"label_agreement":null},{"id":"W4376866792","doi":"10.1016/j.energy.2023.127871","title":"The potential of aquatic weed as a resource for sustainable bioenergy sources and bioproducts production","year":2023,"lang":"en","type":"article","venue":"Energy","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Bioproducts; Bioenergy; Environmentally friendly; Environmental science; Biorefinery; Biofuel; Life-cycle assessment; Sustainability; Biogas; Renewable energy; Waste management; Production (economics); Engineering; Ecology; Biology","score_opus":0.0041971967153234665,"score_gpt":0.1868555201034627,"score_spread":0.18265832338813925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376866792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769867,0.0033856456,0.0018327226,0.0009976664,0.00004778374,0.000020216765,0.00054104184,0.000036970992,0.01615128],"genre_scores_gemma":[0.9874966,0.002550665,0.0023570152,0.00009752176,0.00001607015,0.000010823348,0.00035002944,0.00001667106,0.0071045244],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99993217,0.000009462773,0.000003884207,0.000013754514,0.000019996312,0.000020627285],"domain_scores_gemma":[0.99989045,0.000019176317,0.000016412732,0.000008517047,0.000023500334,0.000041937008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019115953,0.00023469928,0.00014779787,0.0008054152,0.0006217246,0.0008395403,0.0002818604,0.00031775105,0.0046438],"category_scores_gemma":[0.00016056726,0.00007836208,0.00023276692,0.0009025236,0.00024140997,0.0007829025,0.0006342276,0.00027602602,0.00050203205],"study_design_candidate":"theoretical_or_conceptual","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":[0.00068941934,0.00018228551,0.01589142,0.00059594895,0.000045351866,0.001451136,0.00022536167,0.0008461294,0.8803496,0.0044969297,0.0010858834,0.09414068],"study_design_scores_gemma":[0.00018870736,0.0053459057,0.20938621,0.0007026101,0.000531219,0.0052784965,0.009482443,0.0133751035,0.5202119,0.032139983,0.20323081,0.00012666748],"about_ca_topic_score_codex":0.001805738,"about_ca_topic_score_gemma":0.0056606894,"teacher_disagreement_score":0.0046438,"about_ca_system_score_codex":0.00036578177,"about_ca_system_score_gemma":0.00056882255,"threshold_uncertainty_score":0.015535057},"labels":[],"label_agreement":null},{"id":"W4382203721","doi":"10.18280/ijsdp.180623","title":"Sustainability Management of Teluk Benderas Lake, Rantau Baru Village, Pangkalan Kerinci District, Riau Province","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Baru; Geography; Sustainability; Environmental protection; Environmental planning; Archaeology; Ecology; Biology","score_opus":0.00885697267875532,"score_gpt":0.23423487228972237,"score_spread":0.22537789961096705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382203721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908847,0.0005261801,0.00033397303,0.00025963812,0.000005301241,0.000049522565,0.000085916974,0.000018109791,0.007836569],"genre_scores_gemma":[0.9971726,0.00031034867,0.00046720466,0.000015744099,0.0000029751163,0.000021590244,0.00007852309,0.000002683982,0.0019283325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998221,0.000039296036,0.000012669096,0.00002518873,0.00004107191,0.00005976498],"domain_scores_gemma":[0.999858,0.000018259227,0.00003398563,0.0000063125312,0.000039173374,0.00004422614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510034,0.00017406717,0.00012572942,0.00081282185,0.0011148582,0.0012978968,0.00029581154,0.00020568102,0.0015422916],"category_scores_gemma":[0.00032161313,0.00009739195,0.0001236964,0.0010330018,0.0005823006,0.00037310921,0.0010256794,0.00013290677,0.0000980748],"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":[0.00031080883,0.00050878106,0.7076812,0.0014170591,0.00017403583,0.0072223474,0.019398073,0.0072265295,0.028835725,0.009630696,0.0042577605,0.213337],"study_design_scores_gemma":[0.000020632495,0.00024232933,0.92161024,0.0001503131,0.00008119579,0.0014181975,0.040524576,0.003070042,0.0025652836,0.0013694658,0.028907394,0.000040221446],"about_ca_topic_score_codex":0.017835518,"about_ca_topic_score_gemma":0.059166998,"teacher_disagreement_score":0.017835518,"about_ca_system_score_codex":0.0019637865,"about_ca_system_score_gemma":0.00260086,"threshold_uncertainty_score":0.035463452},"labels":[],"label_agreement":null},{"id":"W4383000536","doi":"10.30595/agritech.v24i2.15499","title":"AKUMULASI LOGAM BERAT Cd PADA MATRIKS AIR, SEDIMEN, DAN IKAN NILEM (Osteochilus hasselti) DI SUNGAI TAJUM KABUPATEN BANYUMAS JAWA TENGAH","year":2022,"lang":"id","type":"article","venue":"Agritech Jurnal Fakultas Pertanian Universitas Muhammadiyah Purwokerto","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","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":"","keywords":"Physics; Environmental chemistry; Chemistry","score_opus":0.006410667763529229,"score_gpt":0.1849175802473048,"score_spread":0.1785069124837756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383000536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97015697,0.0018832457,0.009008426,0.00021646266,0.00009427038,0.00029768646,0.0022145556,0.00019636058,0.015932048],"genre_scores_gemma":[0.9379328,0.002003943,0.020849176,0.00033525706,0.00002683245,0.000335107,0.002131041,0.00009890815,0.036286946],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993906,0.00005758995,0.000048551177,0.00018680509,0.00025784044,0.000058607257],"domain_scores_gemma":[0.9994635,0.00011936426,0.0000980893,0.000044484943,0.00022157741,0.000052957013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004345837,0.0005060428,0.00056925643,0.0010174395,0.000935033,0.0010782352,0.00035155553,0.00050330034,0.0057966537],"category_scores_gemma":[0.00050719065,0.00029427992,0.0006344328,0.0010272362,0.00064339675,0.00042459532,0.0007581836,0.0005909427,0.0010981299],"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":[0.0010853854,0.00033990765,0.15629037,0.0010442102,0.00015128373,0.0009619055,0.0014547907,0.00063017156,0.72212034,0.0007083021,0.0011942952,0.11401891],"study_design_scores_gemma":[0.00007427127,0.0029717963,0.59181094,0.00017998992,0.0003746909,0.0028659604,0.0036781924,0.0016958349,0.35173118,0.0012254218,0.04330053,0.00009125569],"about_ca_topic_score_codex":0.007551167,"about_ca_topic_score_gemma":0.024622984,"teacher_disagreement_score":0.007551167,"about_ca_system_score_codex":0.00070161116,"about_ca_system_score_gemma":0.0010742715,"threshold_uncertainty_score":0.019391716},"labels":[],"label_agreement":null},{"id":"W4384432588","doi":"10.31957/acr.v6i1.2910","title":"Hubungan Kerapatan Lamun dan Kelimpahan Teripang (Holothuroidea) di Pulau Meosmangguandi Taman Wisata Perairan Padaido-Biak","year":2023,"lang":"en","type":"article","venue":"ACROPORA Jurnal Ilmu Kelautan dan Perikanan Papua","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Seagrass; Abundance (ecology); Sea cucumber; Biology; Transect; Botany; Ecology; Ecosystem","score_opus":0.013002850942499632,"score_gpt":0.2339822269645194,"score_spread":0.22097937602201975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384432588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994379,0.0004622794,0.0001454671,0.000052136886,0.000006287815,0.000010264893,0.00022081696,0.000010951344,0.004712723],"genre_scores_gemma":[0.9898671,0.00046071713,0.0010639417,0.00003720418,0.000003617976,0.00001938848,0.00044619755,0.0000052756327,0.0080964165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99996984,0.0000021897426,0.0000014406113,0.000010308638,0.00000582101,0.0000103482935],"domain_scores_gemma":[0.9999641,0.0000042561433,0.000012694239,0.0000016784408,0.000007339222,0.000009902513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047692378,0.000284006,0.00010668462,0.00041015708,0.0006239824,0.00035084726,0.00012704727,0.00009848087,0.0048003737],"category_scores_gemma":[0.00006376058,0.000110453926,0.00009264861,0.00056467013,0.00016090396,0.00020968128,0.00028850962,0.000168946,0.00043488518],"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":[0.0002227783,0.00015108936,0.7403236,0.00024056144,0.000062114785,0.0014858241,0.0026779647,0.0002319614,0.05672975,0.0006794436,0.0014713862,0.19572353],"study_design_scores_gemma":[0.0000041633093,0.000035712994,0.99205714,0.00001668535,0.000011367715,0.00040415188,0.0012052371,0.00012304867,0.000540252,0.000054512187,0.0055428804,0.0000048045968],"about_ca_topic_score_codex":0.018060692,"about_ca_topic_score_gemma":0.11527087,"teacher_disagreement_score":0.018060692,"about_ca_system_score_codex":0.00038133154,"about_ca_system_score_gemma":0.00043947852,"threshold_uncertainty_score":0.035911143},"labels":[],"label_agreement":null},{"id":"W4385721512","doi":"10.29244/jmf.v14i1.45714","title":"Evaluasi Pengelolaan Perikanan Cumi-Cumi Skala Kecil dengan Pendekatan Ekosistem di Perairan Medan, Sumatera Utara","year":2023,"lang":"id","type":"article","venue":"Marine Fisheries Journal of Marine Fisheries Technology and Management","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics","score_opus":0.011445949378908884,"score_gpt":0.21364500168191972,"score_spread":0.20219905230301083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385721512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92881024,0.0023335079,0.009549974,0.0005117174,0.00014253175,0.00093542953,0.004681135,0.00027106053,0.052764546],"genre_scores_gemma":[0.9378964,0.0017658061,0.018798761,0.0002218672,0.000035083503,0.0009558936,0.0029035127,0.00013409882,0.037288528],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99827015,0.00044755402,0.00014136708,0.00037777933,0.00060840586,0.00015465164],"domain_scores_gemma":[0.9971233,0.000984767,0.00036579053,0.00020741319,0.0010687715,0.0002499825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00260309,0.0006065551,0.0005879531,0.0010502657,0.0008126229,0.0022510942,0.00043879304,0.00044025027,0.011054177],"category_scores_gemma":[0.0032369816,0.00022202377,0.00091305125,0.0010848343,0.000512306,0.0013113943,0.0011629952,0.000726698,0.001974012],"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":[0.0033942647,0.0024782487,0.39614537,0.003336798,0.0007399222,0.0005034896,0.0071974997,0.005680021,0.054835908,0.0022598205,0.008836699,0.51459193],"study_design_scores_gemma":[0.00009488261,0.0033930086,0.86389893,0.00076330313,0.00097305275,0.00035024172,0.012541898,0.006224655,0.045842845,0.0021255375,0.063601844,0.00018982451],"about_ca_topic_score_codex":0.012408846,"about_ca_topic_score_gemma":0.032039966,"teacher_disagreement_score":0.012408846,"about_ca_system_score_codex":0.0012755345,"about_ca_system_score_gemma":0.0021966456,"threshold_uncertainty_score":0.036979914},"labels":[],"label_agreement":null},{"id":"W4386723816","doi":"10.1007/978-3-030-91262-8_93-1","title":"Seaweed Production Systems (SPSs) in Asia-Pacific Region and the SDG Agenda","year":2023,"lang":"en","type":"book-chapter","venue":"Implementing the UN sustainable development goals - regional perspectives","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sustainability; Business; Food security; Natural resource economics; Aquaculture; Sustainable development; Stakeholder; Geography; Environmental resource management; Environmental planning; Ecosystem; Environmental protection; Fishery; Environmental science; Political science; Ecology; Biology; Economics; Agriculture; Fish <Actinopterygii>","score_opus":0.0212087388523899,"score_gpt":0.23053996618849412,"score_spread":0.2093312273361042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386723816","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038530916,0.018066997,0.0037319695,0.037935097,0.0012943245,0.000076311895,0.00036676583,0.00015440541,0.89984316],"genre_scores_gemma":[0.4536076,0.04194961,0.013750627,0.006943499,0.0007049121,0.00016356133,0.00080584834,0.00011301085,0.4819613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982184,0.000036645673,0.000009747547,0.000024714207,0.0000633364,0.000043777767],"domain_scores_gemma":[0.9997545,0.00006778793,0.00002229741,0.000018058576,0.00007762976,0.000059737635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007755776,0.00029174058,0.00008860007,0.00054356497,0.0006760297,0.00364989,0.00042751426,0.00069675007,0.005006672],"category_scores_gemma":[0.00084756216,0.0001479922,0.00016313475,0.0019006848,0.0011942902,0.0018321762,0.0014847423,0.0012295253,0.00042860804],"study_design_candidate":"not_applicable","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":[0.000021430653,0.00004740843,0.0023826307,0.0001582664,0.0000057392676,0.0001691247,0.0014294074,0.0018902767,0.00051547395,0.7537378,0.070171155,0.16947123],"study_design_scores_gemma":[0.00000995747,0.000042141215,0.0053288713,0.00024266602,0.0000055135934,0.00009425066,0.0017640134,0.0009570519,0.00035917351,0.07523283,0.9159542,0.000009383152],"about_ca_topic_score_codex":0.044867445,"about_ca_topic_score_gemma":0.06540208,"teacher_disagreement_score":0.044867445,"about_ca_system_score_codex":0.0039675543,"about_ca_system_score_gemma":0.0078649325,"threshold_uncertainty_score":0.0892126},"labels":[],"label_agreement":null},{"id":"W4387464050","doi":"10.24843/bum.2022.v21.i04.p04","title":"PENYULUHAN MENGENAI KEBERLANJUTAN USAHA PERIKANAN TANGKAP SKALA KECIL BERDASARKAN ASPEK EKONOMI DI OHOI OHOIDERTAWUN KABUPATEN MALUKU TENGGARA","year":2023,"lang":"id","type":"article","venue":"Buletin Udayana Mengabdi","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.015906724707236176,"score_gpt":0.22306477036912656,"score_spread":0.2071580456618904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387464050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66773,0.029297056,0.026469328,0.0060923332,0.0012751775,0.0005865726,0.002200764,0.0007962205,0.2655526],"genre_scores_gemma":[0.7190363,0.016611341,0.022816516,0.0010303445,0.00017164566,0.0003864168,0.001266583,0.00031318064,0.23836766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876404,0.00018079413,0.00007532324,0.0002801781,0.00051748246,0.00018219683],"domain_scores_gemma":[0.99887055,0.00022543856,0.00017073695,0.00011652924,0.0004676076,0.00014915435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011510842,0.0008072001,0.000787158,0.0011112944,0.0016171063,0.0043207663,0.0007759653,0.0011619533,0.026853213],"category_scores_gemma":[0.0013623844,0.0004836515,0.00074590987,0.0009688451,0.0010341603,0.0025089383,0.0021050961,0.0014855221,0.005496151],"study_design_candidate":"not_applicable","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":[0.0022594123,0.0010687498,0.042572517,0.004592335,0.0003990881,0.0021472974,0.009094975,0.0017078418,0.3593309,0.021678241,0.01188303,0.5432656],"study_design_scores_gemma":[0.00010179554,0.0025911746,0.13067123,0.0014174735,0.0005572881,0.0017048732,0.01835313,0.0015805144,0.1993033,0.009805873,0.6336461,0.0002672372],"about_ca_topic_score_codex":0.006422903,"about_ca_topic_score_gemma":0.015385056,"teacher_disagreement_score":0.026853213,"about_ca_system_score_codex":0.0016854962,"about_ca_system_score_gemma":0.0032016982,"threshold_uncertainty_score":0.0898329},"labels":[],"label_agreement":null},{"id":"W4389817875","doi":"10.30996/ep.v20i02.9077","title":"Pemetaan Oksigen Terlarut Menggunakan Citra Landsat-8 Studi Kasus Wilayah Pesisir Kota Tuban","year":2023,"lang":"id","type":"article","venue":"EXTRAPOLASI","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics","score_opus":0.01717097388736254,"score_gpt":0.2347520679069446,"score_spread":0.21758109401958206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389817875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96393716,0.0063348976,0.0014251439,0.00066204474,0.000080001024,0.00016243797,0.0014352979,0.000047066518,0.025915923],"genre_scores_gemma":[0.95549417,0.004071113,0.0025788709,0.0003377153,0.000026471691,0.00021595441,0.0015210034,0.00004590486,0.035708833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926585,0.00013593602,0.00004012609,0.00023239871,0.00020992271,0.000115832416],"domain_scores_gemma":[0.99915195,0.00022104495,0.00013809137,0.00007211934,0.0002893097,0.00012755553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094539206,0.00045179637,0.00051935314,0.00062034134,0.0013377289,0.0030156146,0.00048614971,0.0006618479,0.010648597],"category_scores_gemma":[0.0008282796,0.00025762123,0.00068977487,0.0009085966,0.00057039916,0.001477843,0.0008928772,0.0009151868,0.0019269839],"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":[0.0038626473,0.0016737446,0.5745392,0.005261383,0.0009040739,0.0016727999,0.024740048,0.0011319605,0.15712123,0.0075017256,0.006914651,0.21467648],"study_design_scores_gemma":[0.000052072606,0.0017474622,0.8377292,0.00074072345,0.0006514737,0.0006088256,0.032582093,0.0005005086,0.03660895,0.003072576,0.08560062,0.000105558465],"about_ca_topic_score_codex":0.010397652,"about_ca_topic_score_gemma":0.029902654,"teacher_disagreement_score":0.010648597,"about_ca_system_score_codex":0.001603425,"about_ca_system_score_gemma":0.0014184639,"threshold_uncertainty_score":0.035623133},"labels":[],"label_agreement":null},{"id":"W4390404774","doi":"10.18280/ijsdp.181233","title":"Empowering Communities in Sustainable Fishing Port Management: An Insight from Pondok Dadap Sendang Biru, Indonesia","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fishing; Port (circuit theory); Business; Sustainable development; Environmental planning; Environmental resource management; Engineering; Geography; Fishery; Environmental science; Ecology","score_opus":0.013506932190379293,"score_gpt":0.24735003410405515,"score_spread":0.23384310191367585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390404774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602852,0.0008459583,0.0008875262,0.005199231,0.00009373497,0.000049765178,0.000018899234,0.000010793485,0.032608815],"genre_scores_gemma":[0.9961169,0.00062996236,0.00049105845,0.00058568036,0.00001316123,0.000025049141,0.000008090554,0.000008114447,0.0021219396],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99890614,0.0006876647,0.000025124958,0.0000637274,0.000119021104,0.00019830995],"domain_scores_gemma":[0.99901855,0.0003966409,0.00012404418,0.000019892033,0.00006186569,0.00037898557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626329,0.0002747817,0.00022426964,0.0006722615,0.0072643384,0.0036903606,0.0007788063,0.0007507002,0.002106111],"category_scores_gemma":[0.0012834338,0.00023884256,0.00017130656,0.000704265,0.0052475734,0.0035357838,0.0056405202,0.0016399433,0.00014781619],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016492226,0.00015285284,0.010616324,0.00020829019,0.000005852857,0.0030583804,0.9584582,0.000071233146,0.0008863607,0.007602351,0.0017921713,0.01713146],"study_design_scores_gemma":[0.0000028355307,0.00002746911,0.0065796953,0.00014690997,0.0000050972963,0.00036873,0.9775393,0.00015039886,0.00011520796,0.0010000173,0.014055811,0.000008475638],"about_ca_topic_score_codex":0.006761481,"about_ca_topic_score_gemma":0.020026159,"teacher_disagreement_score":0.0072643384,"about_ca_system_score_codex":0.001954131,"about_ca_system_score_gemma":0.003211594,"threshold_uncertainty_score":0.014178336},"labels":[],"label_agreement":null},{"id":"W4390521138","doi":"10.29239/j.akuatikisle.7.2.131-137","title":"Gastropod community structure in the water of Terkulai Island Tanjungpinang City","year":2023,"lang":"en","type":"article","venue":"Akuatikisle Jurnal Akuakultur Pesisir dan Pulau-Pulau Kecil","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Dominance (genetics); Community structure; Biota; Sampling (signal processing); Ecology; Principal component analysis; Environmental science; Geography; Biology; Mathematics; Statistics","score_opus":0.014582804150055823,"score_gpt":0.22308603138792066,"score_spread":0.20850322723786482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390521138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997508,0.000027717364,0.000013949039,0.000009735771,0.0000012054062,0.0000046524233,0.000057990117,9.974401e-7,0.000132832],"genre_scores_gemma":[0.99909735,0.00009241909,0.00011206251,0.000020928757,0.0000029113605,0.000024435432,0.00023302193,0.0000010226818,0.00041597182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998846,0.000011890391,0.000009910039,0.000039975945,0.000023493923,0.000030085344],"domain_scores_gemma":[0.99979454,0.00002567422,0.000054540968,0.000011358011,0.00004911621,0.00006476449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001227579,0.00029702391,0.0002381045,0.0008148312,0.00074319955,0.0005649686,0.00022816357,0.00027752618,0.0007225774],"category_scores_gemma":[0.00030587893,0.0002258453,0.0001707731,0.0011685604,0.00045976017,0.00034593287,0.0005471337,0.0002110478,0.000086205015],"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":[0.00008261013,0.00006422159,0.9783719,0.000056386223,0.000045097404,0.00094985793,0.005271918,0.0001168626,0.0076776324,0.000037669117,0.00015156425,0.0071741687],"study_design_scores_gemma":[0.0000025365139,0.00003731566,0.99725634,0.0000054841557,0.0000100365005,0.00009668135,0.0022474318,0.00006950877,0.00007369529,0.000009038886,0.00018786744,0.0000040446766],"about_ca_topic_score_codex":0.048345644,"about_ca_topic_score_gemma":0.12328417,"teacher_disagreement_score":0.048345644,"about_ca_system_score_codex":0.0005874293,"about_ca_system_score_gemma":0.0006830547,"threshold_uncertainty_score":0.09612852},"labels":[],"label_agreement":null},{"id":"W4390652484","doi":"10.13057/biodiv/d240938","title":"Reef fish monitoring as a coral reef resilience indicator in the Sempu Strait, South of East Java, Indonesia","year":2023,"lang":"en","type":"article","venue":"Biodiversitas Journal of Biological Diversity","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Universitas Brawijaya","keywords":"Reef; Coral reef; Coral reef fish; Fishery; Abundance (ecology); Marine protected area; Marine reserve; Coral reef protection; Coral; Fringing reef; Geography; Resilience of coral reefs; Environmental issues with coral reefs; Fishing; Aquaculture of coral; Atoll; Oceanography; Ecology; Biology; Habitat; Geology","score_opus":0.04372386232181932,"score_gpt":0.2311227653218724,"score_spread":0.18739890300005307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390652484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972832,0.00025506862,0.00014511656,0.00015396673,0.000010445093,0.000020006279,0.0006009639,0.0000109863995,0.0015201828],"genre_scores_gemma":[0.9981078,0.00021164403,0.00045575944,0.00003462168,0.000003424697,0.000026566482,0.00040219058,0.0000024249794,0.000755542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998337,0.00003374549,0.000026365513,0.000040895102,0.000035144316,0.000030078047],"domain_scores_gemma":[0.9996921,0.000040413473,0.00011491885,0.000011979993,0.00008369188,0.000056959365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039681137,0.00032247647,0.0001389629,0.0007025503,0.00022156464,0.00038299683,0.00029712872,0.00017869234,0.000582325],"category_scores_gemma":[0.00046434492,0.0001462457,0.00020378399,0.0007862655,0.0002140128,0.00034783126,0.0003280165,0.00021902796,0.00012684113],"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":[0.000050137194,0.00006117179,0.98331785,0.000104970015,0.000035047397,0.0003461265,0.0003903417,0.00017099587,0.001597586,0.000037227044,0.0005249585,0.013363513],"study_design_scores_gemma":[0.0000035213698,0.00004492938,0.997598,0.000019674051,0.000025329913,0.0001392249,0.001030849,0.00049644144,0.00025291546,0.000014216546,0.00037114066,0.000003804427],"about_ca_topic_score_codex":0.04669605,"about_ca_topic_score_gemma":0.104146376,"teacher_disagreement_score":0.04669605,"about_ca_system_score_codex":0.00053965166,"about_ca_system_score_gemma":0.0012527758,"threshold_uncertainty_score":0.09284848},"labels":[],"label_agreement":null},{"id":"W4390875633","doi":"10.32672/jse.v9i1.744","title":"Perhitungan Mutu Air Laut Di Perairan Sekitar Pembangkit Listrik Tenaga Uap","year":2024,"lang":"en","type":"article","venue":"Jurnal Serambi Engineering","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"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":"","keywords":"Water quality; Pollutant; Environmental science; Seawater; Quarter (Canadian coin); Power station; Pollution; Environmental engineering; Waste management; Engineering; Geography; Ecology; Biology","score_opus":0.0034452381540436092,"score_gpt":0.17708146845939357,"score_spread":0.17363623030534997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390875633","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23844917,0.050762936,0.015305992,0.0176924,0.007003655,0.00046276348,0.006455171,0.0025830448,0.6612848],"genre_scores_gemma":[0.29857045,0.021342354,0.017121017,0.0014935745,0.0004854664,0.0003411662,0.0035852673,0.0005638193,0.65649694],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996352,0.000057239227,0.000020820427,0.000100081685,0.00008688533,0.000099763696],"domain_scores_gemma":[0.99971694,0.00006143073,0.000034907003,0.0000208833,0.00009943767,0.000066367495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053679803,0.0011570592,0.00076026225,0.0007728953,0.0016144733,0.0032385741,0.00053230335,0.0011370465,0.08165271],"category_scores_gemma":[0.0005784828,0.00035178973,0.0003761587,0.0008408497,0.00043801678,0.0012834742,0.0017064583,0.0017583534,0.028469797],"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":[0.0027533069,0.0008618768,0.018360838,0.003206215,0.00015734625,0.008494139,0.002738485,0.003572779,0.029519456,0.029861119,0.14921248,0.75126195],"study_design_scores_gemma":[0.00009477976,0.00024457,0.027284041,0.00051581085,0.00007181093,0.0026585408,0.0018663066,0.0022062105,0.009167751,0.0029651604,0.9528586,0.00006653851],"about_ca_topic_score_codex":0.004221533,"about_ca_topic_score_gemma":0.005055324,"teacher_disagreement_score":0.08165271,"about_ca_system_score_codex":0.0012330249,"about_ca_system_score_gemma":0.0024876276,"threshold_uncertainty_score":0.2731555},"labels":[],"label_agreement":null},{"id":"W4390888419","doi":"10.32672/jse.v9i1.714","title":"Penentuan Status Mutu Air Sungai Wrati Pasuruan Jawa Timur dengan Indeks Kualitas Air","year":2023,"lang":"en","type":"article","venue":"Jurnal Serambi Engineering","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science; Water quality; Pollution; Water resource management; Hydrology (agriculture); Pollutant; River pollution; Environmental engineering; Engineering","score_opus":0.007412092697717993,"score_gpt":0.20335643538814896,"score_spread":0.19594434269043096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390888419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92215735,0.0011348921,0.00051583,0.0006277962,0.0000907432,0.00005127514,0.00073838595,0.000057889625,0.07462589],"genre_scores_gemma":[0.961964,0.00096020405,0.00076608843,0.00008355104,0.000025590487,0.000041169114,0.00065265107,0.000010814221,0.035495922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997217,0.0000356325,0.000020383555,0.00004942622,0.00009921204,0.00007366867],"domain_scores_gemma":[0.9998179,0.000022667871,0.000037844566,0.000012986734,0.00008531212,0.000023229913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003060665,0.000206329,0.00019593645,0.0005111424,0.0010898561,0.0015019594,0.00024070483,0.00030427513,0.011111367],"category_scores_gemma":[0.0004161984,0.00012412542,0.00013614119,0.0006096788,0.00034034692,0.0007553487,0.00066899526,0.0003860813,0.001311681],"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":[0.0004514427,0.00069050974,0.4782721,0.0010624806,0.000110336514,0.0037362813,0.02138429,0.0009750544,0.026249368,0.008921036,0.01433147,0.44381556],"study_design_scores_gemma":[0.000011494554,0.00039419398,0.75352347,0.00022770563,0.00009320785,0.0013315708,0.03586152,0.000997678,0.009306777,0.0011074233,0.19708194,0.000063035775],"about_ca_topic_score_codex":0.010134907,"about_ca_topic_score_gemma":0.022385169,"teacher_disagreement_score":0.011111367,"about_ca_system_score_codex":0.0006592196,"about_ca_system_score_gemma":0.0011526071,"threshold_uncertainty_score":0.037171245},"labels":[],"label_agreement":null},{"id":"W4391150755","doi":"10.31958/indev.v2i1.10107","title":"Community Empowerment Through Prohibited Fish Management","year":2023,"lang":"en","type":"article","venue":"Indev Literasi Media Dakwah dan Pengembangan Masyarakat","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Fish <Actinopterygii>; Empowerment; Fishery; Business; Political science; Biology; Law","score_opus":0.020000732275076392,"score_gpt":0.2442014925197452,"score_spread":0.2242007602446688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391150755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5082926,0.0012917423,0.0057460945,0.023538888,0.0005046244,0.00028211312,0.000044242828,0.00007349482,0.46022615],"genre_scores_gemma":[0.95730835,0.0006414911,0.0018636072,0.0010471155,0.00008687211,0.00011121226,0.000021828975,0.000011893509,0.038907606],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984629,0.00084696786,0.000026131695,0.00011485683,0.00017000563,0.0003791445],"domain_scores_gemma":[0.99924624,0.00018314697,0.000117096075,0.000032559135,0.00008507425,0.0003358891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012966612,0.00027773716,0.00012681706,0.0005882072,0.0054710777,0.0021414624,0.00064116303,0.0007704022,0.009759035],"category_scores_gemma":[0.0015601513,0.000093637354,0.00023670589,0.00038426768,0.004463996,0.001768766,0.006990371,0.0010652042,0.00048710412],"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":[0.00016895994,0.0011397245,0.04201783,0.00068807346,0.000044660334,0.003773348,0.32696983,0.00087366626,0.0053543206,0.21587367,0.037251215,0.36584476],"study_design_scores_gemma":[0.000049287515,0.0003284514,0.033155225,0.0005910355,0.000028794537,0.00071043475,0.25170892,0.00081024005,0.0016039609,0.028633708,0.6823313,0.00004857853],"about_ca_topic_score_codex":0.004150633,"about_ca_topic_score_gemma":0.016313998,"teacher_disagreement_score":0.009759035,"about_ca_system_score_codex":0.0017299346,"about_ca_system_score_gemma":0.003949117,"threshold_uncertainty_score":0.032647252},"labels":[],"label_agreement":null},{"id":"W4393003661","doi":"10.35508/aquatik.v6i1.9874","title":"Perbedaan Umur Panen Terhadap Pertumbuhan dan Kandungan Karaginan Rumput Laut Kappaphycus alvarezii Yang Terkena Ice Ice","year":2023,"lang":"id","type":"article","venue":"Jurnal Aquatik","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Horticulture; Biology","score_opus":0.014440945348381367,"score_gpt":0.22917333344096533,"score_spread":0.21473238809258396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393003661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8818704,0.02173302,0.012283238,0.0020200838,0.0006126631,0.00028608122,0.0032839547,0.00053217215,0.077378355],"genre_scores_gemma":[0.86764616,0.009532999,0.010284222,0.0008311714,0.0000904794,0.00021975352,0.0037249825,0.00026059372,0.10740966],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996031,0.000047962567,0.000022163533,0.00011679745,0.0001280917,0.00008189218],"domain_scores_gemma":[0.99963796,0.00006413919,0.000056529916,0.000038071877,0.00014390034,0.00005942607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040011073,0.0006920789,0.0007258668,0.00078526506,0.0013402981,0.00237658,0.00043479004,0.00071142596,0.009846052],"category_scores_gemma":[0.00041391267,0.00033723513,0.00072429894,0.00077169173,0.0004994665,0.0013028372,0.0012114097,0.0010242171,0.0031821297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000825464,0.0002464605,0.015184007,0.0018559115,0.00013815638,0.0015631948,0.002357763,0.00036749674,0.8711139,0.0017199933,0.0033086934,0.10131901],"study_design_scores_gemma":[0.000059450704,0.001401928,0.13206117,0.0006108887,0.0003867869,0.0027716167,0.0099923,0.0009686743,0.4460099,0.002896794,0.40271112,0.00012923124],"about_ca_topic_score_codex":0.007991864,"about_ca_topic_score_gemma":0.014546601,"teacher_disagreement_score":0.009846052,"about_ca_system_score_codex":0.0011151237,"about_ca_system_score_gemma":0.0009953708,"threshold_uncertainty_score":0.03293836},"labels":[],"label_agreement":null},{"id":"W4393157693","doi":"10.20944/preprints202403.1261.v1","title":"Intersectional Development: How Seaweed Farming in Kwale County, Kenya Can Foster Inclusive and Transformational Development","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Transformational leadership; Agriculture; Geography; Agroforestry; Political science; Biology; Archaeology","score_opus":0.03927061707956586,"score_gpt":0.2694680966800214,"score_spread":0.23019747960045556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393157693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.874246,0.0007804629,0.0018668382,0.010365973,0.00007918441,0.00014446271,0.000053473337,0.000028943065,0.112434566],"genre_scores_gemma":[0.99076825,0.00039479003,0.0010400057,0.00029579602,0.0000045135043,0.000056052544,0.00002673346,0.0000109061375,0.0074029947],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982664,0.00097043643,0.000027614462,0.00011406429,0.00010732848,0.0005141224],"domain_scores_gemma":[0.99878854,0.00029912015,0.00012972107,0.000057905967,0.000113266084,0.00061151996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023560566,0.00028720245,0.00023186057,0.0007132894,0.014746657,0.0052921087,0.0009334703,0.0009015382,0.01148435],"category_scores_gemma":[0.0024848352,0.00022510492,0.00023616171,0.00093217357,0.0064736055,0.0045958892,0.011731409,0.0015507546,0.0005956974],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001389274,0.0004122168,0.057715185,0.00048839016,0.000041249616,0.0045724837,0.78536606,0.0002780124,0.0028838415,0.06456376,0.009161251,0.07437859],"study_design_scores_gemma":[0.000012523386,0.0000943397,0.024138335,0.0003328007,0.00003051409,0.00029469395,0.8743323,0.00020692706,0.0005223548,0.007560849,0.09244975,0.000024567536],"about_ca_topic_score_codex":0.027639542,"about_ca_topic_score_gemma":0.109501414,"teacher_disagreement_score":0.027639542,"about_ca_system_score_codex":0.0049723582,"about_ca_system_score_gemma":0.009568817,"threshold_uncertainty_score":0.05495733},"labels":[],"label_agreement":null},{"id":"W4395956031","doi":"10.18280/ijsdp.190428","title":"Community Satisfaction with Ecological Carrying Capacity and Services in an Integrated City of Lunang Silaut, Indonesia","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Negeri Padang","keywords":"Carrying capacity; Business; Geography; Ecology; Environmental resource management; Environmental planning; Environmental science; Biology","score_opus":0.014507898467214732,"score_gpt":0.23656921792050123,"score_spread":0.2220613194532865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395956031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845004,0.000010483156,0.000029905057,0.000028276436,9.97345e-7,0.0000032582452,0.000027025317,0.000001178985,0.0014489171],"genre_scores_gemma":[0.99971575,0.000011210123,0.00003405035,0.0000054859065,5.6853906e-7,0.000002954625,0.00003377055,4.7746846e-7,0.00019571015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996877,0.00008086904,0.000025296698,0.00003048482,0.00008647194,0.00008926017],"domain_scores_gemma":[0.9992662,0.00007023664,0.00024819493,0.00002212152,0.00010566105,0.00028755364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003005642,0.00012729174,0.00017380877,0.0004774172,0.0005494891,0.00088918954,0.0002016105,0.00013659474,0.0027381175],"category_scores_gemma":[0.00078474596,0.00008182205,0.00018082952,0.0008719611,0.00044194478,0.00032205187,0.0009882055,0.0002943363,0.00011445576],"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":[0.000054445594,0.00018788145,0.9819359,0.000034738307,0.000031735155,0.00037268674,0.0053128046,0.00022535585,0.00058864866,0.00034226364,0.00035199246,0.010561552],"study_design_scores_gemma":[0.0000032625276,0.00006392366,0.9805916,0.000010059974,0.0000092407645,0.00010693107,0.018045548,0.00048447683,0.000088370165,0.00006191087,0.0005291309,0.0000055104033],"about_ca_topic_score_codex":0.015103622,"about_ca_topic_score_gemma":0.032808945,"teacher_disagreement_score":0.015103622,"about_ca_system_score_codex":0.0008796842,"about_ca_system_score_gemma":0.0008741899,"threshold_uncertainty_score":0.030031383},"labels":[],"label_agreement":null},{"id":"W4399126072","doi":"10.18280/ijsdp.190529","title":"Implementing Good Environmental Governance to Manage Coastal Abrasion in Bengkalis Regency, Indonesia","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Corporate governance; Good governance; Environmental governance; Environmental planning; Abrasion (mechanical); Environmental resource management; Natural resource economics; Environmental protection; Geography; Environmental science; Finance; Economics; Engineering","score_opus":0.005819516948644447,"score_gpt":0.2255472325528471,"score_spread":0.21972771560420265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399126072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9457623,0.0018048568,0.002842774,0.003234207,0.00007034369,0.00023597997,0.00005729388,0.00006223007,0.045929905],"genre_scores_gemma":[0.9917241,0.00067008776,0.0017993638,0.00024382134,0.0000066693383,0.000058745034,0.000024722971,0.000008929499,0.005463692],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993529,0.00024124455,0.000047318936,0.000067981615,0.00014836957,0.0001422777],"domain_scores_gemma":[0.99937844,0.00012401363,0.00018916854,0.000048020433,0.000075960204,0.00018426556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086123217,0.00022056114,0.00015877483,0.00031865507,0.001956812,0.002441644,0.0007893272,0.0005044179,0.002142821],"category_scores_gemma":[0.0011097424,0.00016527665,0.00011516551,0.0004710208,0.0018245433,0.0010563764,0.0021633378,0.00071278116,0.00021002442],"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":[0.00023877628,0.0012032527,0.25291175,0.0041714055,0.0001230097,0.032673012,0.18487126,0.005742612,0.030634925,0.048278335,0.012447605,0.42670408],"study_design_scores_gemma":[0.00004656804,0.0004614969,0.39719367,0.0016238452,0.00009329676,0.006118974,0.35474354,0.0032814601,0.0065979944,0.009335391,0.22039214,0.000111616886],"about_ca_topic_score_codex":0.008521022,"about_ca_topic_score_gemma":0.024994224,"teacher_disagreement_score":0.008521022,"about_ca_system_score_codex":0.0025920318,"about_ca_system_score_gemma":0.0056519625,"threshold_uncertainty_score":0.018806577},"labels":[],"label_agreement":null},{"id":"W4399595743","doi":"10.47266/bwp.v7i1.314","title":"Lingkungan Hidup dan Sumberdaya Alam: Refleksi RPJPN 2005-2025 dan Visi 2025-2045","year":2024,"lang":"id","type":"article","venue":"Bappenas Working Papers","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Political science","score_opus":0.01480160084739053,"score_gpt":0.24591341996683302,"score_spread":0.2311118191194425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399595743","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36405462,0.011955688,0.0022024147,0.024777297,0.0023837911,0.0003212292,0.053821854,0.00076093234,0.5397222],"genre_scores_gemma":[0.46768704,0.008317458,0.0038755357,0.0024437301,0.00031873176,0.00022412174,0.029989697,0.00030540174,0.48683834],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99959666,0.000033461478,0.000024363644,0.000054278124,0.00018163175,0.000109699526],"domain_scores_gemma":[0.9994418,0.000042071217,0.000072623814,0.000030355202,0.0002013413,0.00021173923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065777526,0.0002762174,0.00022519808,0.0006690102,0.0011774555,0.0029784488,0.0004841626,0.0007052691,0.018888557],"category_scores_gemma":[0.00071770616,0.00016243735,0.00024183777,0.00126325,0.0002815886,0.0007742897,0.001783808,0.0011308651,0.0040685106],"study_design_candidate":"theoretical_or_conceptual","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":[0.0011332907,0.0003857389,0.17111431,0.0027490489,0.0001450978,0.0018470531,0.009856419,0.0029180872,0.009152913,0.02357506,0.40443414,0.37268886],"study_design_scores_gemma":[0.00001600789,0.00006940776,0.19305608,0.00030189785,0.000030661475,0.000098283796,0.0056200754,0.00026271597,0.0035051182,0.00091112277,0.7961042,0.000024485635],"about_ca_topic_score_codex":0.07927942,"about_ca_topic_score_gemma":0.14888382,"teacher_disagreement_score":0.07927942,"about_ca_system_score_codex":0.0032153637,"about_ca_system_score_gemma":0.006837328,"threshold_uncertainty_score":0.15763593},"labels":[],"label_agreement":null},{"id":"W4400828504","doi":"10.24252/higiene.v10i1.44341","title":"Biokonsentrasi Faktor Logam Berat Timbal (Pb) Dalam Kandungan Ikan di Daerah Pantai Tegal Katilayu Cilacap, Jawa Tengah","year":2024,"lang":"en","type":"article","venue":"Higiene: Jurnal Kesehatan Lingkungan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Chemistry; Nuclear chemistry","score_opus":0.007831399543727708,"score_gpt":0.22405483384358646,"score_spread":0.21622343429985874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400828504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46877927,0.22371185,0.007952696,0.01899548,0.009687429,0.0008993327,0.017198393,0.0018947076,0.2508809],"genre_scores_gemma":[0.60221785,0.0913805,0.0112606585,0.0022693586,0.0013838029,0.00039745955,0.011416185,0.00035599957,0.27931818],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99945635,0.000052431493,0.000047535614,0.00014430142,0.000206391,0.0000930522],"domain_scores_gemma":[0.9993349,0.00011625321,0.00010145599,0.000050327202,0.0003072589,0.000089788984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063027284,0.0009934759,0.0008099349,0.0010139337,0.0010569043,0.002357678,0.00055869634,0.000904068,0.0405558],"category_scores_gemma":[0.0009667603,0.0003359583,0.00027275467,0.0012226746,0.00053052296,0.0007094635,0.0012280347,0.00086684705,0.017995577],"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":[0.0018499151,0.0005842813,0.06137639,0.0046360334,0.00015722148,0.0042685117,0.0022114946,0.00079127017,0.061942805,0.0032825153,0.07676753,0.78213197],"study_design_scores_gemma":[0.00008107249,0.0006556793,0.13609551,0.0005888524,0.00018716964,0.006774176,0.0025767325,0.00086862646,0.026483694,0.0010926013,0.8244916,0.00010423355],"about_ca_topic_score_codex":0.004233704,"about_ca_topic_score_gemma":0.004394126,"teacher_disagreement_score":0.0405558,"about_ca_system_score_codex":0.00069906126,"about_ca_system_score_gemma":0.0024880983,"threshold_uncertainty_score":0.13567269},"labels":[],"label_agreement":null},{"id":"W4401435969","doi":"10.22146/jkn.90282","title":"Peningkatan Implementasi Tri Hita Karana Pada Keberlanjutan Pengelolaan Penyediaan Air Minum Perdesaan di Kabupaten Buleleng","year":2024,"lang":"en","type":"article","venue":"Jurnal Ketahanan Nasional","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Business","score_opus":0.01073776332726975,"score_gpt":0.23425486331767054,"score_spread":0.22351709999040079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401435969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7171069,0.0068867337,0.015449464,0.006623456,0.00084000936,0.0009025058,0.0009834078,0.0010606168,0.250147],"genre_scores_gemma":[0.8659177,0.0049788593,0.022176353,0.0008520555,0.00005479292,0.00047833708,0.0009127975,0.00015421228,0.10447485],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99947065,0.00010451022,0.00002765326,0.00008442753,0.00015801248,0.00015477651],"domain_scores_gemma":[0.9993924,0.00013750308,0.00005545358,0.000052108622,0.00020341725,0.0001592495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076615554,0.00055507873,0.0002918321,0.0005630383,0.0013797245,0.0027874822,0.0006832725,0.00061064004,0.015699258],"category_scores_gemma":[0.0009797959,0.00031928974,0.00044642258,0.0010072864,0.0006531152,0.0012440912,0.0016492828,0.0015894981,0.003098318],"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":[0.0007168274,0.0019051781,0.050993625,0.00301866,0.00018478531,0.0068567377,0.015786873,0.00513639,0.038041648,0.026838811,0.02677041,0.8237501],"study_design_scores_gemma":[0.00011320589,0.0013838169,0.13915487,0.0012152044,0.00024431146,0.0030296147,0.034371328,0.0033350594,0.024898855,0.006458609,0.7856036,0.000191582],"about_ca_topic_score_codex":0.008394882,"about_ca_topic_score_gemma":0.026051743,"teacher_disagreement_score":0.015699258,"about_ca_system_score_codex":0.0017949577,"about_ca_system_score_gemma":0.0076570185,"threshold_uncertainty_score":0.05251926},"labels":[],"label_agreement":null},{"id":"W4401831373","doi":"10.31957/acr.v6i2.3496","title":"Analisis Pencemaran Biologis Perairan Pantai Wisata Holtekamp Berdasarkan Kepadatan Bakteri Coliform","year":2023,"lang":"en","type":"article","venue":"ACROPORA Jurnal Ilmu Kelautan dan Perikanan Papua","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science; Physics","score_opus":0.014412656205933216,"score_gpt":0.24242127624196022,"score_spread":0.228008620036027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401831373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711485,0.0035034968,0.0028200399,0.00020745648,0.00011093718,0.00021518843,0.0027246724,0.0000993243,0.019170478],"genre_scores_gemma":[0.9490261,0.0050233044,0.01265424,0.00018307718,0.000048611724,0.0003241695,0.004218887,0.000047913323,0.02847363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868363,0.000121504,0.00012812152,0.00023204766,0.00070446875,0.00013022903],"domain_scores_gemma":[0.9995154,0.00009014525,0.00009105238,0.000026956646,0.00024440238,0.000032029915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058158924,0.00055788003,0.00043870375,0.0016623433,0.00051543076,0.0012359687,0.00026657214,0.00039591867,0.004156824],"category_scores_gemma":[0.0006322598,0.0002605084,0.0002626577,0.0011017964,0.00037108304,0.00036158488,0.00053448166,0.00038678304,0.0014923264],"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":[0.0005849006,0.00034460053,0.5039352,0.0012912942,0.00011094892,0.001765081,0.00430032,0.00024279597,0.3760345,0.00046464917,0.0015675601,0.10935815],"study_design_scores_gemma":[0.000020536167,0.00087677647,0.80644876,0.00038099947,0.00014206895,0.003160864,0.006055984,0.0008792801,0.13277416,0.00016003616,0.049055338,0.00004528398],"about_ca_topic_score_codex":0.0051450194,"about_ca_topic_score_gemma":0.010758269,"teacher_disagreement_score":0.0051450194,"about_ca_system_score_codex":0.00040216517,"about_ca_system_score_gemma":0.0005340144,"threshold_uncertainty_score":0.013906002},"labels":[],"label_agreement":null},{"id":"W4403114101","doi":"10.14710/ik.ijms.29.3.329-339","title":"The Dynamics and Water Quality Status of a Tropical Coastal Lake in Anak Laut Lake, Singkil Indonesia","year":2024,"lang":"en","type":"article","venue":"ILMU KELAUTAN Indonesian Journal of Marine Sciences","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"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":"","keywords":"Water quality; Geography; Environmental science; Oceanography; Hydrology (agriculture); Ecology; Geology; Biology","score_opus":0.009878158887736157,"score_gpt":0.24670983316784437,"score_spread":0.2368316742801082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403114101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992144,0.00002921675,0.000024549274,0.000031676183,0.0000012929607,0.0000064581986,0.0001352156,0.0000030806889,0.0005541157],"genre_scores_gemma":[0.9992355,0.00004166076,0.00012931201,0.00001274127,0.0000023769014,0.000012342174,0.00014904815,0.0000011617094,0.00041578262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990714,0.000012651144,0.000012384828,0.000021243452,0.000023503439,0.00002306265],"domain_scores_gemma":[0.99985087,0.00001663942,0.000055261404,0.0000058575083,0.00003507718,0.000036205525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089948786,0.00012513236,0.00018015972,0.00038282564,0.00045555268,0.0005483841,0.00019357957,0.00016936859,0.00060158275],"category_scores_gemma":[0.00021429642,0.00011255165,0.000144357,0.00069314486,0.0003235392,0.00023453264,0.0004189708,0.00014752444,0.00009612853],"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":[0.00013330509,0.000090788424,0.9812687,0.00007568553,0.000035245877,0.0010860162,0.0021785377,0.00018206038,0.007748993,0.00006777791,0.00031352116,0.0068193283],"study_design_scores_gemma":[0.0000024248636,0.00003343015,0.99653935,0.0000058746905,0.000009374121,0.00024056445,0.002175629,0.00037077686,0.00029019077,0.000020014819,0.00030650286,0.000005905028],"about_ca_topic_score_codex":0.038328968,"about_ca_topic_score_gemma":0.09732807,"teacher_disagreement_score":0.038328968,"about_ca_system_score_codex":0.0007492647,"about_ca_system_score_gemma":0.00074636284,"threshold_uncertainty_score":0.07621175},"labels":[],"label_agreement":null},{"id":"W4403616640","doi":"10.33512/jpk.v14i1.27697","title":"The Utilization Pattern of Capture Fisheries in the Limited Utilization Zone of the Gili Matra Marine Protected Area in West Nusa Tenggara Province","year":2024,"lang":"en","type":"article","venue":"Jurnal Perikanan dan Kelautan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Fishery; Marine protected area; Environmental science; Forestry; Geography; Environmental protection; Ecology; Biology","score_opus":0.016801470695772702,"score_gpt":0.214055658215718,"score_spread":0.1972541875199453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403616640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99974746,0.000020949587,0.000007932214,0.000006334773,3.2351414e-7,0.0000015697152,0.00003143751,4.3391248e-7,0.00018350937],"genre_scores_gemma":[0.9996275,0.000037360005,0.00003504861,0.000003791605,6.853512e-7,0.0000035233315,0.00006929521,3.0379059e-7,0.00022253548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999038,0.000015192301,0.000008603606,0.000022811217,0.00001602417,0.000033625907],"domain_scores_gemma":[0.9997209,0.000034568966,0.00015045071,0.000009399056,0.00002826656,0.000056548142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000182279,0.00010038273,0.00009000764,0.0005453564,0.00024891502,0.00023784359,0.00020480272,0.00009695292,0.0008109605],"category_scores_gemma":[0.0003219257,0.000083658226,0.000089244175,0.00048023654,0.00031236556,0.00016542879,0.0002614589,0.000088490895,0.00007177322],"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":[0.00005171519,0.000028915543,0.9925356,0.000026697451,0.000010641391,0.00029150103,0.0015898197,0.000049583225,0.0014586424,0.00006273989,0.00007925296,0.0038148414],"study_design_scores_gemma":[6.2530955e-7,0.000021733073,0.9981744,0.0000061141554,0.0000020404332,0.00008855875,0.0015162079,0.000039991235,0.000036080182,0.0000046235596,0.000108439475,0.0000011803999],"about_ca_topic_score_codex":0.031631295,"about_ca_topic_score_gemma":0.115783,"teacher_disagreement_score":0.031631295,"about_ca_system_score_codex":0.00040108242,"about_ca_system_score_gemma":0.00039308946,"threshold_uncertainty_score":0.062894344},"labels":[],"label_agreement":null},{"id":"W4404916901","doi":"10.25071/2563-2418.102","title":"Bab XXIV: Penangkapan ikan","year":2023,"lang":"id","type":"article","venue":"LOBO Annals of Sulawesi Research","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Statistics; Physics; Mathematics","score_opus":0.2577497720976713,"score_gpt":0.42400809325709116,"score_spread":0.16625832115941985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404916901","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006861302,0.01604987,0.00097271916,0.008505887,0.01361449,0.00016165618,0.003213527,0.0008780783,0.9497425],"genre_scores_gemma":[0.012606649,0.0024188263,0.00039262325,0.00043653316,0.00047609312,0.000043450895,0.0006075187,0.00019406322,0.9828243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977356,0.000033466375,0.000013503647,0.000067901674,0.00006001493,0.00005152236],"domain_scores_gemma":[0.9997589,0.000015971642,0.000019910098,0.000024528943,0.00011537656,0.00006529272],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036936032,0.00086148904,0.0004386009,0.00094964186,0.0019885094,0.0030905218,0.0005403553,0.0010178753,0.5024612],"category_scores_gemma":[0.0006474331,0.00034719368,0.000222771,0.0008832403,0.00059858203,0.001888519,0.0019405374,0.0017377455,0.26028892],"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":[0.0002803795,0.000056483314,0.0014673206,0.00057664985,0.000014613337,0.0007052219,0.0011392271,0.00011162588,0.0026971174,0.014802919,0.76969486,0.20845352],"study_design_scores_gemma":[0.0000032435519,0.00000985955,0.00086734886,0.00006820382,0.0000016038823,0.00012105135,0.00020181316,0.00001935328,0.0002333119,0.00029756245,0.9981736,0.0000030920773],"about_ca_topic_score_codex":0.0051318053,"about_ca_topic_score_gemma":0.009226123,"teacher_disagreement_score":0.5024612,"about_ca_system_score_codex":0.0018111228,"about_ca_system_score_gemma":0.0013083359,"threshold_uncertainty_score":0.7096787},"labels":[],"label_agreement":null},{"id":"W4405830907","doi":"10.18280/ijdne.190610","title":"Enhancing Fisheries Management and Sustainability: A Stowage Factor Analysis of Fish Species at Mayangan Port, Indonesia","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Brawijaya","keywords":"Sustainability; Port (circuit theory); Stowage; Fishery; Fish <Actinopterygii>; Business; Fisheries management; Environmental resource management; Engineering; Fishing; Ecology; Environmental science; Biology","score_opus":0.0058186459532072,"score_gpt":0.21938846354581876,"score_spread":0.21356981759261157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405830907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998958,0.000020824704,0.00026435728,0.000013760877,0.0000014136052,0.000008326265,0.00012660737,0.0000030148597,0.00060359505],"genre_scores_gemma":[0.9985587,0.000040471503,0.0007596846,0.000006982289,0.0000017364155,0.000013991379,0.00020212395,0.0000035020807,0.0004126676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99972695,0.00006279011,0.000027291157,0.000062459956,0.00007741736,0.00004303291],"domain_scores_gemma":[0.9995721,0.00010317425,0.00012644561,0.000029669045,0.000113288486,0.000055294335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004422134,0.0003824244,0.00024505853,0.0013286542,0.00047743384,0.0007429601,0.00025837048,0.00020210844,0.0013992784],"category_scores_gemma":[0.00089480786,0.00015527006,0.00064104487,0.0017217539,0.00051214977,0.0004744378,0.00046770793,0.00019614711,0.00025395997],"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":[0.00007868479,0.000065611006,0.98108506,0.000044228214,0.00007865673,0.00028777006,0.00093715906,0.0010253598,0.0020536121,0.0000732628,0.00011136907,0.014159238],"study_design_scores_gemma":[8.924755e-7,0.00006566809,0.99444723,0.0000139329995,0.000021577465,0.000063668034,0.0026993,0.0019754802,0.00025747225,0.000049764454,0.0003975287,0.000007546931],"about_ca_topic_score_codex":0.022292534,"about_ca_topic_score_gemma":0.05500415,"teacher_disagreement_score":0.022292534,"about_ca_system_score_codex":0.00077448896,"about_ca_system_score_gemma":0.00063829956,"threshold_uncertainty_score":0.04432553},"labels":[],"label_agreement":null},{"id":"W4405945650","doi":"10.18280/mmep.111214","title":"Optimization of a Frame of Stair-Climbing Wheelchair Structure by Using GREY-TOPSIS","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Geography; Environmental resource management; Fishery; Environmental planning; Environmental science; Art; Biology; Visual arts","score_opus":0.009896252118140542,"score_gpt":0.18686878437247548,"score_spread":0.17697253225433493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405945650","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07910066,0.00031482556,0.9069036,0.00022186304,0.00011545911,0.00011038661,0.0001895955,0.00022760403,0.012815926],"genre_scores_gemma":[0.90962243,0.00019529868,0.08276874,0.00006448502,0.00003404551,0.00026442867,0.00022957644,0.00008204236,0.006738929],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976987,0.00007229634,0.000008925333,0.000051469127,0.000049837756,0.000047560872],"domain_scores_gemma":[0.99973804,0.00011803766,0.000029633642,0.000015851283,0.00007175758,0.000026621094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005615711,0.00087722245,0.0019529504,0.0009153652,0.0008551515,0.0013344085,0.0011118714,0.002308468,0.004934193],"category_scores_gemma":[0.0009974835,0.00067391817,0.0011210248,0.0007814681,0.0007734306,0.0005943383,0.0010860608,0.0006833412,0.00060953817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003905443,0.000018070414,0.00017886485,0.000041163756,0.000020737756,0.000050541395,0.00002905195,0.9880194,0.0011187939,0.003175922,0.00037217484,0.0069362433],"study_design_scores_gemma":[0.000006059913,0.000025009222,0.000078031495,0.000005487618,0.000006536345,0.0000046343835,0.000008599134,0.99876285,0.00011781752,0.00078203704,0.0001996833,0.0000033024721],"about_ca_topic_score_codex":0.016286802,"about_ca_topic_score_gemma":0.009322802,"teacher_disagreement_score":0.016286802,"about_ca_system_score_codex":0.0010216249,"about_ca_system_score_gemma":0.0011924885,"threshold_uncertainty_score":0.03238398},"labels":[],"label_agreement":null},{"id":"W4406439432","doi":"10.1016/0967-0653(96)86616-6","title":"10.1016/0967-0653(96)86616-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Meiobenthos; Tropics; Agriculture; Tropical agriculture; Algae; Environmental science; Agroforestry; Geography; Oceanography; Fishery; Ecology; Biology; Geology; Abundance (ecology)","score_opus":0.0037571893399981965,"score_gpt":0.1484566569958137,"score_spread":0.1446994676558155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406439432","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004822081,0.0004189908,0.00053817854,0.00044034974,0.00035408093,0.00012607458,0.00068926875,0.0007839609,0.99616677],"genre_scores_gemma":[0.00057124294,0.00024334963,0.00028815563,0.0002779816,0.00008446332,0.00006228083,0.00033393022,0.00015233965,0.9979862],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930716,0.00004665549,0.0000681064,0.00024224304,0.00015922452,0.00017648164],"domain_scores_gemma":[0.99721473,0.0007018345,0.00015545455,0.00031124658,0.0006082039,0.0010085244],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014208583,0.0032664447,0.002307821,0.0028116421,0.0031936227,0.0042622136,0.0037905842,0.006494435,0.9906365],"category_scores_gemma":[0.001929943,0.0013854317,0.0017578439,0.0025407653,0.002629461,0.0064099864,0.0040718024,0.0032843673,0.9942146],"study_design_candidate":"not_applicable","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":[0.0004971851,0.00029219076,0.0011196815,0.00076596765,0.00005025555,0.00032231057,0.00015128606,0.0005042451,0.0024155756,0.0044378294,0.41098127,0.5784622],"study_design_scores_gemma":[0.000078284655,0.00017912617,0.0010433242,0.00052286196,0.000020560401,0.00043768735,0.00020463036,0.00019797303,0.0003874581,0.00066785136,0.9962262,0.00003406878],"about_ca_topic_score_codex":0.005195117,"about_ca_topic_score_gemma":0.0047752066,"teacher_disagreement_score":0.009363472,"about_ca_system_score_codex":0.0011059622,"about_ca_system_score_gemma":0.00094173715,"threshold_uncertainty_score":0.013355851},"labels":[],"label_agreement":null},{"id":"W4406445348","doi":"10.1016/s0967-0653(97)87459-5","title":"10.1016/s0967-0653(97)87459-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Marine conservation; Marine reserve; Environmental resource management; Geography; Fishery; Environmental science; Biology; Archaeology","score_opus":0.004400503203307566,"score_gpt":0.15148953644375354,"score_spread":0.14708903324044598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406445348","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042612033,0.0004134904,0.00060499687,0.00040966636,0.00035545198,0.00011700822,0.000665759,0.0008271022,0.9961804],"genre_scores_gemma":[0.00045447878,0.00018285676,0.0002555256,0.00021026202,0.0000671031,0.000058761645,0.00028976556,0.00014445226,0.9983367],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992632,0.000047449805,0.00006254582,0.00026926302,0.00018207835,0.00017542095],"domain_scores_gemma":[0.99732214,0.0006429674,0.0001802087,0.00030471518,0.00062163913,0.0009282827],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013559549,0.0033092867,0.0024138556,0.0031596378,0.0029514746,0.0045330534,0.0041600764,0.0067573865,0.9907205],"category_scores_gemma":[0.0019075521,0.0012217974,0.001848821,0.002975866,0.002387692,0.0062307273,0.003999617,0.0030955179,0.9939831],"study_design_candidate":"not_applicable","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":[0.0004070586,0.00023601584,0.0008497243,0.0006490641,0.00004390164,0.00026435658,0.00013208775,0.00044998495,0.001878989,0.005095711,0.4001089,0.58988416],"study_design_scores_gemma":[0.00006310469,0.00013931261,0.0006948534,0.00043419746,0.000017311359,0.00035005077,0.00013735687,0.00018120198,0.0002971382,0.00053402944,0.997124,0.00002738351],"about_ca_topic_score_codex":0.0048017204,"about_ca_topic_score_gemma":0.004251542,"teacher_disagreement_score":0.0092794895,"about_ca_system_score_codex":0.001317114,"about_ca_system_score_gemma":0.0012051672,"threshold_uncertainty_score":0.013235986},"labels":[],"label_agreement":null},{"id":"W4406515415","doi":"10.1016/s0967-0653(97)84756-4","title":"10.1016/s0967-0653(97)84756-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Zooplankton; Oceanography; Environmental science; Fishery; Geology; Biology","score_opus":0.004441734161241117,"score_gpt":0.1520293560937609,"score_spread":0.14758762193251979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406515415","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039150543,0.000413288,0.0005694665,0.0004093013,0.00034924093,0.00011091855,0.00066717557,0.00079789566,0.9962913],"genre_scores_gemma":[0.00040712528,0.00017483342,0.00022564875,0.0001858515,0.000062606705,0.000052337902,0.00026751184,0.00013232557,0.99849176],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931896,0.000042996806,0.00005721326,0.000249083,0.0001721932,0.00015964956],"domain_scores_gemma":[0.9974056,0.00060787634,0.00017824884,0.00028759087,0.00062095904,0.00089972396],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012880419,0.003249495,0.0022578195,0.0030322196,0.0028117532,0.004453552,0.0039205267,0.0065488317,0.99066144],"category_scores_gemma":[0.0018645179,0.0011921562,0.0017326064,0.0028733667,0.0022926063,0.0059839026,0.0037313693,0.0030665263,0.99390346],"study_design_candidate":"not_applicable","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":[0.00037840434,0.00021352136,0.00077183184,0.00063408894,0.00004034098,0.00024476505,0.00012534347,0.00042950353,0.0018392006,0.0048060752,0.41173458,0.5787824],"study_design_scores_gemma":[0.000055307646,0.00012242192,0.00062522176,0.00038015796,0.000015477583,0.00031766098,0.00012903368,0.00015931237,0.0002778102,0.00048308764,0.99741,0.000024625662],"about_ca_topic_score_codex":0.005109907,"about_ca_topic_score_gemma":0.0043018116,"teacher_disagreement_score":0.009338558,"about_ca_system_score_codex":0.0012661212,"about_ca_system_score_gemma":0.0011940172,"threshold_uncertainty_score":0.013320327},"labels":[],"label_agreement":null},{"id":"W4406535325","doi":"10.1016/0967-0653(93)94402-k","title":"10.1016/0967-0653(93)94402-k","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mangrove; Fishery; Habitat; Fish <Actinopterygii>; Geography; Environmental science; Ecology; Biology","score_opus":0.0033565224709801926,"score_gpt":0.14413143580037352,"score_spread":0.14077491332939332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406535325","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046406372,0.00029333433,0.00046681287,0.00042300453,0.00026764566,0.00010912947,0.0007186024,0.0007636738,0.99649364],"genre_scores_gemma":[0.0006173273,0.00018576413,0.00028550476,0.00027048352,0.0000676601,0.000057842182,0.00033897176,0.0001549306,0.9980215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993782,0.000041891508,0.000053749045,0.00021951945,0.00014867345,0.00015797919],"domain_scores_gemma":[0.99771845,0.000554552,0.000121216064,0.00026702718,0.00049341464,0.0008453481],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011153123,0.002815143,0.0019156712,0.00272072,0.0032014407,0.0039020905,0.0035515842,0.006093804,0.9911863],"category_scores_gemma":[0.001781596,0.0011645145,0.0014693512,0.0024715401,0.00219217,0.0055285594,0.0037139282,0.0025941506,0.9935573],"study_design_candidate":"not_applicable","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":[0.0004164401,0.00029689894,0.0010951351,0.00061906356,0.00004002611,0.0003058985,0.00014678549,0.00045756676,0.0021041748,0.0043297615,0.44033742,0.54985076],"study_design_scores_gemma":[0.000068702284,0.00015175129,0.0010739412,0.00040827415,0.000017888335,0.00041179644,0.0001906085,0.00017657597,0.0003465217,0.0006334232,0.9964915,0.00002890589],"about_ca_topic_score_codex":0.0062142266,"about_ca_topic_score_gemma":0.005399313,"teacher_disagreement_score":0.008813679,"about_ca_system_score_codex":0.0011425453,"about_ca_system_score_gemma":0.00096047635,"threshold_uncertainty_score":0.012571633},"labels":[],"label_agreement":null},{"id":"W4407278174","doi":"10.13057/biodiv/d251214","title":"Environmental determinants of reef fish community structure in Sempu Strait, East Java, Indonesia","year":2024,"lang":"en","type":"article","venue":"Biodiversitas Journal of Biological Diversity","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fishery; Java; Fish <Actinopterygii>; Coral reef fish; Geography; Oceanography; Biology; Geology; Computer science","score_opus":0.027483464400149166,"score_gpt":0.210970214511219,"score_spread":0.18348675011106982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407278174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99949455,0.000029515284,0.000026643409,0.000022740165,0.0000011562436,0.0000029725352,0.0001148198,0.0000013483957,0.00030617474],"genre_scores_gemma":[0.99969983,0.00003177931,0.000059171467,0.000006054825,7.688236e-7,0.0000051083207,0.00007366221,5.7576955e-7,0.00012309938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998845,0.000025982792,0.000014226049,0.00002583735,0.000021935153,0.000027575705],"domain_scores_gemma":[0.9996309,0.000060129012,0.00015769877,0.000018022522,0.000069943846,0.00006330378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018870621,0.00019721211,0.000102363374,0.0005259156,0.00027360712,0.00035845253,0.00022487751,0.00010798127,0.00085870095],"category_scores_gemma":[0.0005396028,0.00009660546,0.00015020948,0.0006595841,0.00027218784,0.00023605433,0.00031821395,0.00016514919,0.00010077856],"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":[0.000021001477,0.000033630015,0.99411243,0.000018700972,0.000020500076,0.00014291483,0.0005325235,0.0000725107,0.00089478126,0.000029914805,0.00009752181,0.0040234393],"study_design_scores_gemma":[7.151422e-7,0.0000114276745,0.9988555,0.0000036869583,0.0000037932791,0.000042040243,0.0008276889,0.0001488537,0.000035370253,0.000008258345,0.0000615033,0.0000011087374],"about_ca_topic_score_codex":0.049273532,"about_ca_topic_score_gemma":0.1151136,"teacher_disagreement_score":0.049273532,"about_ca_system_score_codex":0.0004769617,"about_ca_system_score_gemma":0.0005709412,"threshold_uncertainty_score":0.09797341},"labels":[],"label_agreement":null},{"id":"W4409173277","doi":"10.1051/bioconf/202517102014","title":"The relationship between phytoplankton community structure and water conditions at Margagiri-Grenyang coastal waters, Banten Bay","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Bay; Phytoplankton; Environmental science; Oceanography; Community structure; Hydrology (agriculture); Geology; Ecology; Biology; Geotechnical engineering; Nutrient","score_opus":0.020130613906669495,"score_gpt":0.23898551988325464,"score_spread":0.21885490597658513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409173277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999866,0.000013076543,0.0000075552075,0.000003439759,4.0218822e-7,0.0000012608269,0.000026022608,4.034371e-7,0.00008177526],"genre_scores_gemma":[0.99959093,0.000029856028,0.000049442475,0.0000055224573,0.0000011936603,0.00000443557,0.00012629577,4.4367016e-7,0.0001917925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998827,0.000013633271,0.000009666036,0.000036761037,0.00002534491,0.00003189082],"domain_scores_gemma":[0.99977654,0.000021573336,0.00006821323,0.000009344228,0.000047145542,0.000077225195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018137468,0.0001723808,0.0001359562,0.0004763149,0.0004158387,0.00034562204,0.00015510552,0.00021485762,0.00046708397],"category_scores_gemma":[0.00028868296,0.00018899719,0.00011214178,0.00044400626,0.00026951256,0.00029339216,0.0003950186,0.00020171165,0.000099981495],"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":[0.00009182433,0.00003844765,0.9843492,0.000015345327,0.000015685771,0.00019229841,0.000957171,0.000075537675,0.011849834,0.000019379506,0.00004055966,0.0023547125],"study_design_scores_gemma":[0.0000011297075,0.000021368505,0.9994854,0.0000013750629,0.000002249131,0.000023818,0.00025025275,0.00007260405,0.000092582304,0.0000032209512,0.000044479253,0.0000016458463],"about_ca_topic_score_codex":0.033779085,"about_ca_topic_score_gemma":0.10735113,"teacher_disagreement_score":0.033779085,"about_ca_system_score_codex":0.0006064461,"about_ca_system_score_gemma":0.00037807287,"threshold_uncertainty_score":0.06716496},"labels":[],"label_agreement":null},{"id":"W4409241026","doi":"10.26740/ijgsme.v2n3.p65-75","title":"THE IMPACT OF OVERFISHING OF BIGEYE TUNA (THUNNUS OBESUS) POPULATIONS ON THE BALANCE OF THE INDONESIAN MARINE ECOSYSTEM: A LITERATURE STUDY IN THE BANDA SEA","year":2025,"lang":"en","type":"article","venue":"International Journal of Geography Social and Multicultural Education","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"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":"","keywords":"Overfishing; Thunnus; Fishery; Indonesian; Marine reserve; Tuna; Ecosystem; Ecology; Biology; Fish <Actinopterygii>","score_opus":0.008198705230082693,"score_gpt":0.2914933631209021,"score_spread":0.2832946578908194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409241026","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14230871,0.8471951,0.00030134278,0.0019624652,0.00028992599,0.000043527587,0.00033959813,0.000007424058,0.007551971],"genre_scores_gemma":[0.24441276,0.7534554,0.0005139047,0.0005801842,0.00016220509,0.000028922404,0.00016780313,0.000003212926,0.0006755784],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99959594,0.000076168035,0.0001211351,0.000056835062,0.00011999463,0.000029917344],"domain_scores_gemma":[0.998691,0.00073681807,0.00032599832,0.000013281671,0.00019271686,0.000040201838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007864232,0.0003917427,0.0004140492,0.0030684713,0.00045876898,0.0019406185,0.00031748944,0.0005324835,0.0006684701],"category_scores_gemma":[0.0014773167,0.00026585287,0.00054772856,0.0053106206,0.0005216587,0.0012283687,0.00039869684,0.00042846854,0.00013149642],"study_design_candidate":"not_applicable","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":[0.00022069598,0.0003400664,0.15973084,0.13632503,0.0013061838,0.0077174352,0.014765073,0.001340616,0.0024112067,0.0046637403,0.015850727,0.6553284],"study_design_scores_gemma":[0.000025825952,0.000603416,0.65410715,0.111517146,0.005593017,0.010571875,0.057605263,0.0015661049,0.0019951211,0.0025078778,0.15375026,0.00015697692],"about_ca_topic_score_codex":0.0070441407,"about_ca_topic_score_gemma":0.01900656,"teacher_disagreement_score":0.0070441407,"about_ca_system_score_codex":0.0007136967,"about_ca_system_score_gemma":0.002083195,"threshold_uncertainty_score":0.014006257},"labels":[],"label_agreement":null},{"id":"W4410788410","doi":"10.51264/inajl.v6i1.80","title":"Water Quality Dynamics and Water Pollutions of Belawan Estuary, North Sumatra, Indonesia","year":2025,"lang":"en","type":"article","venue":"Indonesian Journal of Limnology","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Estuary; Water quality; Environmental science; Oceanography; Geography; Geology; Ecology; Biology","score_opus":0.007008003438273594,"score_gpt":0.22907031398080574,"score_spread":0.22206231054253214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410788410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856734,0.00018367932,0.00005941096,0.00006900085,0.000004170298,0.0000042755823,0.00023613204,0.000004643992,0.00087125815],"genre_scores_gemma":[0.9988368,0.00014720643,0.00011728723,0.000025107503,0.000002225493,0.0000068491463,0.0002449965,0.0000014252042,0.00061800634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986196,0.000019998608,0.000020311816,0.000036095054,0.000036048026,0.000025615152],"domain_scores_gemma":[0.99983263,0.000015480944,0.00006478957,0.0000061183346,0.000046056306,0.000034867026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001365575,0.00020542368,0.00017272499,0.00058517174,0.00059827464,0.0008138275,0.00016676469,0.0001287935,0.0006366519],"category_scores_gemma":[0.00019539596,0.00014165523,0.00014704105,0.00080816675,0.0003756011,0.00031242872,0.00042637854,0.00022568797,0.00012545756],"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":[0.00013446047,0.00010921659,0.97866976,0.00008209948,0.000062919215,0.0006697209,0.0014645699,0.00064220984,0.0041519864,0.000104294246,0.0004366881,0.013472169],"study_design_scores_gemma":[0.0000024948229,0.0000221955,0.9972249,0.000007850462,0.000012409211,0.00011686089,0.0014787556,0.00033662515,0.00019025717,0.0000229791,0.0005791856,0.0000055221],"about_ca_topic_score_codex":0.12743057,"about_ca_topic_score_gemma":0.3007365,"teacher_disagreement_score":0.12743057,"about_ca_system_score_codex":0.00161914,"about_ca_system_score_gemma":0.0010956889,"threshold_uncertainty_score":0.25337768},"labels":[],"label_agreement":null},{"id":"W4411326877","doi":"10.4308/hjb.32.5.1185-1198","title":"Juvenile Fish Composition and Their Growth Aspects on the East Coast of Banyuwangi, East Java, Indonesia","year":2025,"lang":"en","type":"article","venue":"HAYATI Journal of Biosciences","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Java; Fish <Actinopterygii>; Fishery; East coast; Juvenile; Composition (language); Geography; Ecology; Biology; Computer science","score_opus":0.008094650053219932,"score_gpt":0.19132959516522643,"score_spread":0.1832349451120065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411326877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995192,0.000025880527,0.000027802027,0.000007400484,0.0000010305049,0.0000025588415,0.000084919055,0.0000010871385,0.00033007274],"genre_scores_gemma":[0.99900645,0.00006657013,0.00015973578,0.000009071846,0.0000015837559,0.000007542481,0.00017224839,0.0000011724998,0.0005756779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99994326,0.000006140044,0.0000073035435,0.00001937687,0.00001203128,0.000011855036],"domain_scores_gemma":[0.99990463,0.0000106986945,0.000041312313,0.0000059454023,0.00001540296,0.00002192267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096738484,0.0001781087,0.000105174426,0.0003479986,0.00030804423,0.00020400385,0.000120531084,0.00008897625,0.00077659334],"category_scores_gemma":[0.0001624121,0.00010941057,0.00011684868,0.00035494287,0.00023223048,0.00022794266,0.00024612347,0.0001228189,0.00013962662],"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":[0.00007629859,0.00003716252,0.98195803,0.000030682757,0.000015323372,0.00041898486,0.0011346431,0.000071339346,0.006697131,0.000038514503,0.00011762677,0.009404226],"study_design_scores_gemma":[8.840798e-7,0.000012771163,0.9991881,0.000002605532,0.0000030216283,0.000081927385,0.00045139506,0.000057907368,0.00009409491,0.000005915283,0.000100035686,0.0000012313275],"about_ca_topic_score_codex":0.02347609,"about_ca_topic_score_gemma":0.076987244,"teacher_disagreement_score":0.02347609,"about_ca_system_score_codex":0.0003003402,"about_ca_system_score_gemma":0.00030424702,"threshold_uncertainty_score":0.0466789},"labels":[],"label_agreement":null},{"id":"W4413053589","doi":"10.55927/ijes.v3i2.15011","title":"Productivity of Salt Farmers in East Java Province","year":2025,"lang":"en","type":"article","venue":"Indonesian Journal of Entrepreneurship and Startups","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Java; Productivity; Sea salt; Geography; Agricultural economics; Production (economics); Business; Meteorology; Economic growth; Economics; Computer science","score_opus":0.006954577828787888,"score_gpt":0.20803467712042056,"score_spread":0.20108009929163267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413053589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988613,0.000027437185,0.0000115856155,0.000036194087,0.0000015847555,0.0000033312774,0.00022298904,0.0000010836114,0.00083462946],"genre_scores_gemma":[0.99891794,0.00006941747,0.00003077034,0.000011140581,0.0000014049618,0.0000037736418,0.00012628105,8.47081e-7,0.0008384084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999863,0.000015088964,0.0000137498255,0.000028689527,0.000029551322,0.00004989186],"domain_scores_gemma":[0.99960357,0.00005030062,0.00013046576,0.000013141011,0.0000828724,0.00011966789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020673763,0.00013252976,0.00015603086,0.0005500446,0.00037648657,0.00059608475,0.00021031118,0.00012996266,0.0023526328],"category_scores_gemma":[0.0005214695,0.000061363666,0.00012450285,0.000790963,0.00022918831,0.00035386154,0.0003210084,0.00016328291,0.0003495902],"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":[0.00006527015,0.000068743306,0.9893857,0.000031673786,0.000013755625,0.00058601657,0.0027289365,0.0000614515,0.0011714667,0.000060195838,0.00035317047,0.0054735597],"study_design_scores_gemma":[0.0000022329934,0.000026407386,0.9924418,0.000009240129,0.0000066162165,0.00010442222,0.0065747136,0.00011285201,0.00012670275,0.000022008064,0.0005690298,0.000003938467],"about_ca_topic_score_codex":0.046071157,"about_ca_topic_score_gemma":0.095553696,"teacher_disagreement_score":0.046071157,"about_ca_system_score_codex":0.0006501919,"about_ca_system_score_gemma":0.00069654785,"threshold_uncertainty_score":0.09160602},"labels":[],"label_agreement":null},{"id":"W4413305907","doi":"10.15294/edaj.v14i2.25097","title":"Determinants and Potential of Indonesia’s Frozen Shrimp Exports","year":2025,"lang":"en","type":"article","venue":"Economics Development Analysis Journal","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Shrimp; Fishery; Business; Biology","score_opus":0.004050702095608865,"score_gpt":0.1922514509156521,"score_spread":0.18820074882004323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413305907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947417,0.00007223184,0.00015405065,0.00011932277,0.0000031748925,0.0000033503757,0.00026623454,0.000003700325,0.0046362216],"genre_scores_gemma":[0.99886394,0.00007183741,0.000062290084,0.0000077801415,0.0000032778103,0.0000017954923,0.00017626345,0.0000016685995,0.0008111722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986005,0.000025525389,0.000016759157,0.000028855231,0.00003716062,0.000031505522],"domain_scores_gemma":[0.9984572,0.0005556545,0.0006124763,0.000048177724,0.00016125354,0.0001652053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036542365,0.0001457073,0.00011668056,0.00051173544,0.00020847422,0.0012133626,0.00015403873,0.00016195807,0.0038686008],"category_scores_gemma":[0.001644224,0.00009822127,0.00019884668,0.00070599135,0.00031199117,0.00072334695,0.0004659875,0.0004910708,0.00039550828],"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":[0.000036871483,0.00006155091,0.99057347,0.000020639089,0.000020526477,0.00042973773,0.00025733633,0.0013356414,0.00023617166,0.0008245253,0.00032304061,0.0058804434],"study_design_scores_gemma":[0.000002021446,0.000025249808,0.9937056,0.00003087576,0.00001207188,0.00021305493,0.0015675062,0.002455,0.00019945891,0.00052083493,0.0012622359,0.0000062494323],"about_ca_topic_score_codex":0.004724581,"about_ca_topic_score_gemma":0.0054149195,"teacher_disagreement_score":0.004724581,"about_ca_system_score_codex":0.00031063895,"about_ca_system_score_gemma":0.00033576007,"threshold_uncertainty_score":0.012941778},"labels":[],"label_agreement":null},{"id":"W4413559674","doi":"10.64628/aan.dgmmedqhe","title":"Gelombang panas laut membahayakan ikan terumbu karang, bahkan sebelum karang itu mati","year":2020,"lang":"id","type":"preprint","venue":"","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science; Animal science; Physics; Biology","score_opus":0.019322108248988223,"score_gpt":0.22316749315798265,"score_spread":0.20384538490899443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413559674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49030071,0.012137395,0.013223348,0.0150380125,0.0025740631,0.0000940274,0.008451816,0.0012595925,0.45692095],"genre_scores_gemma":[0.7669442,0.0043150606,0.0065222643,0.00021930075,0.0001477489,0.000052357987,0.0026555,0.00046353944,0.21868004],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998808,0.000018335655,0.000004177062,0.000036215068,0.00002375577,0.000036744812],"domain_scores_gemma":[0.99982125,0.00004313106,0.00002001634,0.000023813554,0.000052101856,0.000039740942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018368996,0.00051625556,0.00037136013,0.00043419484,0.0015587816,0.002961802,0.00025848037,0.0005513106,0.05140203],"category_scores_gemma":[0.0006951118,0.00024293317,0.00022362737,0.0012864633,0.00045994337,0.0015788459,0.0011860111,0.0008139733,0.007414982],"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":[0.0015741597,0.00031448758,0.047076587,0.0015725887,0.00022693747,0.0058169677,0.008420592,0.0059394347,0.027439032,0.3553842,0.16699362,0.37924144],"study_design_scores_gemma":[0.00010286714,0.00011181584,0.08530849,0.0003496784,0.00014070827,0.0030217501,0.013809508,0.009101929,0.016312357,0.10942533,0.76224315,0.00007227723],"about_ca_topic_score_codex":0.015009721,"about_ca_topic_score_gemma":0.03178091,"teacher_disagreement_score":0.05140203,"about_ca_system_score_codex":0.0014163211,"about_ca_system_score_gemma":0.001677982,"threshold_uncertainty_score":0.17195696},"labels":[],"label_agreement":null},{"id":"W4415603181","doi":"10.32662/gjfr.v8i2.4055","title":"PERAN MASYARAKAT DALAM PELESTARIAN EKOSISTEM MANGROVE BERBASIS PERIKANAN BERKELANJUTAN","year":2025,"lang":"","type":"article","venue":"Gorontalo Journal of Forestry Research","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mangrove; Sugar; Mangrove ecosystem","score_opus":0.0258811235469733,"score_gpt":0.32388696847022985,"score_spread":0.29800584492325655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415603181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.878609,0.0134132365,0.010753746,0.0016021575,0.00037268616,0.00020276757,0.0016779293,0.00043686372,0.092931576],"genre_scores_gemma":[0.89876914,0.005998148,0.008349285,0.00044451279,0.000052154897,0.000087695065,0.0008545217,0.00012712262,0.08531745],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99972504,0.000022974424,0.000015775446,0.00008990529,0.00006923023,0.000077095174],"domain_scores_gemma":[0.9996551,0.00003270921,0.000062614585,0.000033095468,0.00013471211,0.00008188301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032655968,0.000570232,0.0005491124,0.00080298755,0.0018819934,0.0028479102,0.0004186019,0.000527715,0.011027926],"category_scores_gemma":[0.0002972996,0.00037450544,0.0003781089,0.00094519346,0.00072531676,0.0011132413,0.0014089482,0.00088704994,0.0021869983],"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":[0.00109947,0.00048570862,0.12842484,0.0029113437,0.00035748494,0.0035525023,0.00666119,0.0012338201,0.5211031,0.008038029,0.00569746,0.32043505],"study_design_scores_gemma":[0.000045051653,0.0007672137,0.44195625,0.00057625136,0.00039267162,0.002500533,0.016840652,0.0013969502,0.14388327,0.0044236793,0.387058,0.00015950234],"about_ca_topic_score_codex":0.015304587,"about_ca_topic_score_gemma":0.06778213,"teacher_disagreement_score":0.015304587,"about_ca_system_score_codex":0.0016617632,"about_ca_system_score_gemma":0.0022592258,"threshold_uncertainty_score":0.036892116},"labels":[],"label_agreement":null},{"id":"W4415727543","doi":"10.25181/marshela.v2i2.3690","title":"ANALISIS FASE BULAN TERHADAP HASIL TANGKAPAN PURSE SEINE DI PERAIRAN AMAHAI, PULAU SERAM","year":2024,"lang":"","type":"article","venue":"Jurnal Marshela (Marine and Fisheries Tropical Applied Journal)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Quarter (Canadian coin); Nasal discharge; Coelenterata","score_opus":0.007624744442753076,"score_gpt":0.19706569134080945,"score_spread":0.18944094689805638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415727543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93068236,0.009062533,0.0069370577,0.002224438,0.00050673715,0.0006243566,0.004755026,0.00019832222,0.04500922],"genre_scores_gemma":[0.8945817,0.006787815,0.0146546615,0.0016274817,0.00015348107,0.0007150587,0.0035770652,0.0001243167,0.07777854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814975,0.00036145427,0.00014722742,0.0003668188,0.0006554667,0.00031931736],"domain_scores_gemma":[0.99865913,0.00030809594,0.0002560776,0.00008595368,0.0005197798,0.00017094697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012910923,0.000780124,0.00057166786,0.002544224,0.0016337158,0.002147224,0.00052826235,0.00095205975,0.012333312],"category_scores_gemma":[0.002343954,0.00047216148,0.001155044,0.0016618225,0.0007605162,0.00085493724,0.0012344209,0.001326937,0.0023779303],"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":[0.0012372354,0.0005238332,0.79488176,0.0017103998,0.00034561357,0.005454328,0.011737622,0.00048287126,0.043517858,0.0019315892,0.00890874,0.12926823],"study_design_scores_gemma":[0.000056058325,0.001997173,0.8273626,0.0012535244,0.00043782793,0.0070683947,0.03466207,0.0012456984,0.029407136,0.0014280191,0.09494125,0.00014018692],"about_ca_topic_score_codex":0.018242395,"about_ca_topic_score_gemma":0.033328597,"teacher_disagreement_score":0.018242395,"about_ca_system_score_codex":0.0012591819,"about_ca_system_score_gemma":0.0016731014,"threshold_uncertainty_score":0.04125899},"labels":[],"label_agreement":null},{"id":"W4416204209","doi":"10.14710/jkt.v28i3.28765","title":"Karakteristik Sedimen Permukaan Dasar Laut Berdasarkan Data Seismik Di Perairan Bengkalis Utara","year":2025,"lang":"","type":"article","venue":"Jurnal Kelautan Tropis","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Seabed; Estuary; Sediment; Shoal; Reflection (computer programming); Reflection coefficient; Hydrology (agriculture)","score_opus":0.015104977880875703,"score_gpt":0.2565041408372476,"score_spread":0.2413991629563719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416204209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502412,0.0012626415,0.019431042,0.00067151716,0.00012505843,0.00008503774,0.005930639,0.0008882762,0.021364532],"genre_scores_gemma":[0.98038816,0.0005929769,0.0062413365,0.000052975498,0.000027360908,0.00004741868,0.0031436686,0.00012244628,0.009383731],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99969614,0.000023621269,0.000022592276,0.00006362294,0.00013289075,0.0000610768],"domain_scores_gemma":[0.99964356,0.00008379116,0.00003836996,0.00003341891,0.00017792311,0.000022923507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005119174,0.0007118861,0.000393834,0.0012601058,0.0005096853,0.001602957,0.00045228438,0.00043808986,0.0062819077],"category_scores_gemma":[0.0009642274,0.00025153044,0.00029411414,0.0014816555,0.00039123627,0.0006387122,0.00071065885,0.00041081329,0.0021191502],"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":[0.0012669793,0.00011072955,0.21362051,0.0010182632,0.00022936083,0.004751667,0.0055059227,0.016715227,0.15908554,0.0033730983,0.0072386996,0.587084],"study_design_scores_gemma":[0.00005783872,0.00020335594,0.86557853,0.00019349734,0.00022447154,0.0028810943,0.0077742194,0.027680973,0.032162473,0.0020983387,0.061014336,0.00013086843],"about_ca_topic_score_codex":0.022908816,"about_ca_topic_score_gemma":0.034110367,"teacher_disagreement_score":0.022908816,"about_ca_system_score_codex":0.0008955137,"about_ca_system_score_gemma":0.000909351,"threshold_uncertainty_score":0.045550942},"labels":[],"label_agreement":null},{"id":"W4416822691","doi":"10.47685/barakuda45.v7i1.667","title":"Analysis of Chlorophyll-a and Sea Surface Temperature (SST) Distribution in the Waters of Karang Jeruk, Tegal Regency based on Geographic Information System (GIS)","year":2025,"lang":"","type":"article","venue":"Barakuda 45 Jurnal Ilmu Perikanan dan Kelautan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Satellite; Coral reef; Sea surface temperature; Ecosystem; Geographic information system; Distribution (mathematics); Spatial distribution","score_opus":0.0029565917726979045,"score_gpt":0.18934034794346988,"score_spread":0.18638375617077196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416822691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991375,0.00003994318,0.000047923226,0.00001026546,5.922205e-7,0.0000033197707,0.00021975939,0.0000033676502,0.0005372646],"genre_scores_gemma":[0.9987645,0.00006208386,0.0003343791,0.000003771404,8.4053625e-7,0.0000073961655,0.0005077201,0.0000014080107,0.0003179526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999429,0.000008634496,0.0000060115403,0.000013702265,0.00001657606,0.000012253103],"domain_scores_gemma":[0.9999479,0.000009150182,0.000018088824,0.00000342929,0.000011509014,0.0000098780365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008250164,0.00012166086,0.00007751201,0.00094313564,0.00017490686,0.0002887339,0.00009972308,0.00007838465,0.00035938201],"category_scores_gemma":[0.00019335657,0.00007132591,0.0001195963,0.0013237749,0.00015927751,0.00016875457,0.00021160452,0.00007127926,0.00005649125],"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":[0.00008064239,0.000035529734,0.964521,0.00006423776,0.00003982551,0.0005088961,0.0014803966,0.0013840183,0.006686956,0.00017072175,0.00041137112,0.0246164],"study_design_scores_gemma":[0.0000025066852,0.000016610331,0.99688345,0.000006437304,0.000008919762,0.000088179084,0.0012054503,0.00077666115,0.00020521306,0.000020515796,0.00078179425,0.0000041713492],"about_ca_topic_score_codex":0.04692999,"about_ca_topic_score_gemma":0.113865525,"teacher_disagreement_score":0.04692999,"about_ca_system_score_codex":0.00033886379,"about_ca_system_score_gemma":0.0004023565,"threshold_uncertainty_score":0.093313634},"labels":[],"label_agreement":null},{"id":"W6170755","doi":"","title":"Keanekaragaman Plankton Di Perairan Pulau Sembilan Kecamatan Pangkalan Susu Kabupaten Langkat","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Plankton; Geography; Environmental science; Biology; Fishery","score_opus":0.015341235753169133,"score_gpt":0.19853766899106823,"score_spread":0.18319643323789908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6170755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905032,0.0061869733,0.00021366419,0.00028654104,0.00006825687,0.00008539199,0.000040917676,0.0000064788233,0.0026086364],"genre_scores_gemma":[0.985824,0.0058997287,0.0009897648,0.00041263943,0.00008230757,0.000113682945,0.00015673248,0.000004520794,0.0065166964],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998975,0.000037883005,0.0000059460576,0.000019158173,0.00001669779,0.00002286705],"domain_scores_gemma":[0.9999268,0.000024112898,0.000008394869,0.0000061768496,0.0000069448784,0.000027595052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002676563,0.00031633404,0.00033393395,0.00011519671,0.00040733133,0.00032172812,0.00010626611,0.00023004983,0.003931004],"category_scores_gemma":[0.00021925446,0.000100847006,0.00023049377,0.00009237795,0.0003263611,0.00015027824,0.00026059855,0.00036704555,0.00076353416],"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":[0.08003243,0.012561047,0.05980541,0.0014755653,0.00047820923,0.0077798916,0.0012488189,0.00075200084,0.15389985,0.00092299114,0.002540025,0.6785038],"study_design_scores_gemma":[0.033771213,0.32943416,0.42072514,0.0005291217,0.0014534934,0.026928889,0.0027337575,0.0022940927,0.07703974,0.0014818755,0.10348628,0.00012223433],"about_ca_topic_score_codex":0.0005493561,"about_ca_topic_score_gemma":0.0009854161,"teacher_disagreement_score":0.003931004,"about_ca_system_score_codex":0.00017407464,"about_ca_system_score_gemma":0.0003640481,"threshold_uncertainty_score":0.013150573},"labels":[],"label_agreement":null},{"id":"W6922068689","doi":"10.1051/bioconf/202516801012/pdf","title":"The pollution status of Banten Bay waters based on physical and chemical parameters using CCME index","year":2025,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Bay; Water quality; Pollution; Water pollution; Seawater; Marine pollution; Agriculture; Surface runoff; Harbour","score_opus":0.0077804788975274685,"score_gpt":0.21910128381576935,"score_spread":0.21132080491824187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6922068689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969531,0.00010227863,0.00015242829,0.000024992705,0.0000035192847,0.000027147338,0.00058569846,0.000009130995,0.0021416524],"genre_scores_gemma":[0.996005,0.000120910416,0.0008014725,0.000020467069,0.0000019772024,0.0000300619,0.0012577899,0.000002801584,0.00175943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997168,0.000018792398,0.000028329352,0.000052381576,0.00013099497,0.00005265906],"domain_scores_gemma":[0.999686,0.000022026588,0.00008913404,0.000010783116,0.00013640428,0.000055561355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002134868,0.00028069093,0.00018271175,0.0015277483,0.00048575093,0.0006495865,0.00021025224,0.0001781712,0.0010670807],"category_scores_gemma":[0.0003993349,0.00012488369,0.00018493633,0.0014239384,0.00035788878,0.00025305356,0.00056156627,0.00022107613,0.000107003005],"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":[0.0001257601,0.000052046707,0.976306,0.000049266302,0.00003075876,0.00010034159,0.00047044278,0.00024376415,0.01211806,0.000050434475,0.000271568,0.010181498],"study_design_scores_gemma":[0.0000018977429,0.000026332718,0.997426,0.0000074723366,0.000009942845,0.000038081427,0.0006085062,0.00041023217,0.0008855169,0.0000151893655,0.00056280225,0.000008048176],"about_ca_topic_score_codex":0.33246815,"about_ca_topic_score_gemma":0.5893821,"teacher_disagreement_score":0.33246815,"about_ca_system_score_codex":0.00150931,"about_ca_system_score_gemma":0.0011367346,"threshold_uncertainty_score":0.66106594},"labels":[],"label_agreement":null},{"id":"W6949013765","doi":"10.5281/zenodo.12759529","title":"[/✦/]+91-8094774404[/✦/] Boyfriend Vashikaran Specialist tantrik baba ji in Delhi New Delhi","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Wife; Happening; Miracle; New delhi; MAGIC (telescope); Caster","score_opus":0.019657682054472988,"score_gpt":0.2223186877891384,"score_spread":0.20266100573466542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949013765","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074244256,0.00028023,0.00029991838,0.0010286238,0.0010704793,0.00010455354,0.0014626128,0.0026812383,0.99233],"genre_scores_gemma":[0.0014578638,0.00021242724,0.00015720914,0.00040321087,0.000094524185,0.00002317789,0.0004707577,0.00050154637,0.9966793],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996526,0.00003581742,0.000013803948,0.00007593504,0.00012972401,0.00009198819],"domain_scores_gemma":[0.99827504,0.0001236765,0.000065010296,0.00013299564,0.0005032063,0.0009002133],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003111114,0.00090602954,0.0008527203,0.0007522069,0.0021083308,0.0043411325,0.0009834152,0.001378593,0.9556453],"category_scores_gemma":[0.0015217838,0.00052885426,0.00047667648,0.0010158472,0.00039104218,0.0022892393,0.0022239403,0.0013869294,0.9407934],"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":[0.000028518305,0.000034201217,0.00016653715,0.00007631537,0.0000015641167,0.000065504544,0.000070379545,0.000020314166,0.0003048824,0.000331195,0.96294934,0.035951227],"study_design_scores_gemma":[0.000008384083,0.000027651213,0.0005113002,0.000044609285,0.0000020879227,0.00009430322,0.00020559094,0.000027627042,0.0001279693,0.0000606537,0.99888307,0.0000066353605],"about_ca_topic_score_codex":0.0040002307,"about_ca_topic_score_gemma":0.009594493,"teacher_disagreement_score":0.044354677,"about_ca_system_score_codex":0.00066641707,"about_ca_system_score_gemma":0.0006726124,"threshold_uncertainty_score":0.063266456},"labels":[],"label_agreement":null},{"id":"W6949144434","doi":"10.5281/zenodo.12279299","title":"pope and young score sheet pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Chart; Club; Scoring system; Trophy; Standard score","score_opus":0.015651865653331352,"score_gpt":0.20668206190727956,"score_spread":0.1910301962539482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949144434","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072892976,0.0003511979,0.0010244565,0.0020532368,0.002713165,0.0005066042,0.008779768,0.0037392455,0.98010343],"genre_scores_gemma":[0.0016630486,0.00029494215,0.00053839345,0.0006242591,0.00035110893,0.00018341478,0.0026776993,0.0010437681,0.99262345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989135,0.000073695584,0.00005647026,0.00010153931,0.00069606985,0.00015884277],"domain_scores_gemma":[0.9943516,0.0004512707,0.00013742663,0.00032083367,0.003268444,0.0014704695],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010085121,0.0014170989,0.0012246998,0.0021477493,0.001736888,0.0059392108,0.0013566111,0.00146197,0.9051283],"category_scores_gemma":[0.0070040305,0.00058185344,0.00085944415,0.0016873563,0.0005055565,0.004274783,0.0033817624,0.0023324224,0.8913162],"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":[0.000011420312,0.000016371529,0.00003503796,0.000029045908,5.1049204e-7,0.000013568994,0.00000736216,0.000013171427,0.000050352803,0.00029091275,0.9847702,0.014762032],"study_design_scores_gemma":[0.000013758439,0.000035099514,0.00075105316,0.000047106056,0.0000015741991,0.00007104369,0.00007601353,0.000043435048,0.00013351573,0.0005573032,0.99825925,0.000010846644],"about_ca_topic_score_codex":0.0022542193,"about_ca_topic_score_gemma":0.0054353867,"teacher_disagreement_score":0.0948717,"about_ca_system_score_codex":0.0009348084,"about_ca_system_score_gemma":0.001756972,"threshold_uncertainty_score":0.13532299},"labels":[],"label_agreement":null},{"id":"W6967317985","doi":"10.5281/zenodo.10182926","title":"Surveying water quality parameters in shrimp ponds for best aquaculture practice in brackish waters of South Kalimantan, Indonesia","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parks Canada","funders":"","keywords":"Brackish water; Water quality; Aquaculture; Shrimp farming; Shrimp; Biochemical oxygen demand","score_opus":0.04568549408067312,"score_gpt":0.27740162709290744,"score_spread":0.23171613301223432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967317985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988532,0.00004268549,0.00020658874,0.000019429704,0.0000015574352,0.000012489539,0.0001274955,0.000004917066,0.00073162373],"genre_scores_gemma":[0.99840754,0.000080645026,0.00078917725,0.0000139691565,0.0000016106617,0.00001723586,0.00014037968,0.0000011757797,0.0005482241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998455,0.000028694387,0.000024986955,0.0000364116,0.00004984081,0.0000144615615],"domain_scores_gemma":[0.9997503,0.00002654157,0.000120724406,0.0000130691715,0.000051504067,0.000037909664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022427221,0.00018042685,0.00015210683,0.0005028064,0.00043868035,0.0004006995,0.00014891103,0.00013024353,0.0005063523],"category_scores_gemma":[0.0003359059,0.00008684164,0.00010123337,0.0005685049,0.00028824594,0.00028018747,0.0003079943,0.00011310597,0.00011305658],"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":[0.000051981915,0.00007118243,0.96904826,0.00007026402,0.000015043452,0.00032468225,0.0015914491,0.0001791488,0.009976075,0.000038861286,0.00013322366,0.018499855],"study_design_scores_gemma":[0.0000016036327,0.000110554305,0.99522,0.000010351169,0.000007859554,0.00023110399,0.0026550258,0.00023751019,0.0010091465,0.000030348494,0.00047985767,0.0000065799554],"about_ca_topic_score_codex":0.0050895754,"about_ca_topic_score_gemma":0.02341441,"teacher_disagreement_score":0.0050895754,"about_ca_system_score_codex":0.00027602102,"about_ca_system_score_gemma":0.0005584682,"threshold_uncertainty_score":0.010119915},"labels":[],"label_agreement":null},{"id":"W6976401782","doi":"10.6068/dp14ba836126a90","title":"Trend 1999 - 2007. Statistics Canada. CANSIM: Culture and Leisure - Leisure Activities and Spending | Country: Canada | Table: Radio listening, percentage share by radio station format and audience characteristics | Variable: Males 25 to 34 years, Adult contemporary music | Units: %, 1999-2007. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-048.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Descriptive statistics; Census; Statistics education; Active listening; Official statistics; Recreation; The arts; Population; Publication; Economic statistics","score_opus":0.014941784523737893,"score_gpt":0.2130024177448228,"score_spread":0.1980606332210849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976401782","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007138987,0.00005175419,0.000018666704,0.00010550678,0.000026352734,0.000012702096,0.99900025,0.000040530584,0.0006727234],"genre_scores_gemma":[0.0010455775,0.00028845266,0.0002450654,0.0001379957,0.000019865704,0.00012350346,0.9944418,0.00007694576,0.0036208376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99611676,0.0002176831,0.00040243738,0.00046256377,0.0017886556,0.0010119112],"domain_scores_gemma":[0.9717692,0.00089147454,0.0009457191,0.0006448509,0.02435731,0.0013913558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017217933,0.0027452647,0.0029952843,0.008530463,0.003039245,0.004631947,0.005404165,0.0014202131,0.07675676],"category_scores_gemma":[0.013387621,0.0016719239,0.0025636225,0.041325226,0.00063946564,0.0024282627,0.0022809445,0.0033024226,0.04205399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003131038,0.0000091477295,0.0018105755,0.00033678225,0.000028349416,0.0000081852995,0.000028650098,0.00011584539,0.0000092847795,0.00031203948,0.99573505,0.0015747776],"study_design_scores_gemma":[0.00022973263,0.000022142096,0.05354321,0.0013847485,0.00012025856,0.000038729064,0.00094637147,0.0006270932,0.00022643016,0.00062252383,0.9421254,0.00011353204],"about_ca_topic_score_codex":0.9944582,"about_ca_topic_score_gemma":0.992542,"teacher_disagreement_score":0.07675676,"about_ca_system_score_codex":0.04432254,"about_ca_system_score_gemma":0.11017026,"threshold_uncertainty_score":0.321584},"labels":[],"label_agreement":null},{"id":"W6977322800","doi":"10.6084/m9.figshare.22602721.v1","title":"Additional file 3 of Study protocol for the sheMATTERS study (iMproving cArdiovascular healTh in new moThERS): a randomized behavioral trial assessing the effect of a self-efficacy enhancing breastfeeding intervention on postpartum blood pressure and breastfeeding continuation in women with hypertensive disorders of pregnancy","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Jewish General Hospital; Queen's University; McGill University; Kingston General Hospital; McGill University Health Centre","funders":"","keywords":"Cardiovascular health; Breastfeeding; Protocol (science); Randomized controlled trial; Intervention (counseling); Blood pressure; Postpartum period; Clinical trial","score_opus":0.01448924457564672,"score_gpt":0.2738564547257635,"score_spread":0.25936721015011677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977322800","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037274829,0.00050778844,0.0029309709,0.0010666623,0.00055543374,0.13816378,0.8407683,0.0007742273,0.011505426],"genre_scores_gemma":[0.022170939,0.00052714115,0.008072791,0.0017618053,0.00033065022,0.865613,0.07919737,0.00034916797,0.021977188],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9982584,0.00066186447,0.00034814136,0.00027710918,0.00023023911,0.00022409567],"domain_scores_gemma":[0.9862742,0.009008296,0.0017985896,0.000813313,0.0015626625,0.00054295943],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044679916,0.0017195876,0.0027496547,0.0012276184,0.0014737815,0.0017556662,0.001265845,0.0015250978,0.7032255],"category_scores_gemma":[0.029066497,0.001312802,0.0013143121,0.0020667857,0.00047406123,0.0016429793,0.0006819642,0.0023493357,0.041883532],"study_design_candidate":"randomized_trial","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":[0.04788616,0.0020369426,0.002036125,0.03046733,0.0008801552,0.00015255698,0.00037723247,0.0016180746,0.00048044743,0.004946116,0.87896174,0.030157134],"study_design_scores_gemma":[0.6588732,0.007820097,0.023068571,0.016402882,0.0016537274,0.00031005658,0.00038150128,0.004744968,0.0011162607,0.018014323,0.26733473,0.0002796913],"about_ca_topic_score_codex":0.003999076,"about_ca_topic_score_gemma":0.007788116,"teacher_disagreement_score":0.7032255,"about_ca_system_score_codex":0.0015502018,"about_ca_system_score_gemma":0.0036973804,"threshold_uncertainty_score":0.42331278},"labels":[],"label_agreement":null},{"id":"W6986272142","doi":"","title":"Pengaruh Sanitary And Phytosanitary (SPS) Dan Technical Barriers To Trade (TBT) Terhadap Ekspor Udang Indonesia Tahun 2004-2018","year":2021,"lang":"id","type":"dissertation","venue":"Universitas Airlangga Repository (Universitas Airlangga)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Phytosanitary certification; Technical barriers to trade; Pacific Area","score_opus":0.0038263844307825754,"score_gpt":0.17733113870437708,"score_spread":0.17350475427359452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986272142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8379259,0.0040313043,0.0045283195,0.0027184356,0.00026185368,0.0001833554,0.043667585,0.00022548283,0.10645775],"genre_scores_gemma":[0.8635751,0.0029569743,0.0021007147,0.000260162,0.000045027755,0.000118057185,0.015521529,0.000056068468,0.11536645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999624,0.000038453316,0.000027794365,0.00008410631,0.00011041088,0.000115222676],"domain_scores_gemma":[0.9992555,0.00017297456,0.00020037711,0.000048460195,0.00019996057,0.00012266973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042612944,0.00032407942,0.00028475377,0.00086857914,0.0005876029,0.0018448356,0.00036394002,0.00018259785,0.014070664],"category_scores_gemma":[0.00087756105,0.00025558987,0.00037968648,0.001959742,0.00031849864,0.00079564576,0.0008838241,0.00080249604,0.0021169754],"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":[0.00053504517,0.00031028737,0.7199948,0.0010411352,0.00026926605,0.0012002486,0.004839669,0.0050959876,0.0025576113,0.015296021,0.04928093,0.19957894],"study_design_scores_gemma":[0.000021518103,0.00008521133,0.8390931,0.0002854406,0.00012114828,0.0002726232,0.007070556,0.0024683217,0.0032524122,0.0011473154,0.14614624,0.000036219717],"about_ca_topic_score_codex":0.08132994,"about_ca_topic_score_gemma":0.09239064,"teacher_disagreement_score":0.08132994,"about_ca_system_score_codex":0.0020018981,"about_ca_system_score_gemma":0.0027320243,"threshold_uncertainty_score":0.16171312},"labels":[],"label_agreement":null},{"id":"W7006875110","doi":"","title":"\"We are fighting the world\", a history of the Marashea ganes [sic] in South Africia [sic], 1947-1999","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Perspective (graphical); Work (physics); Field (mathematics)","score_opus":0.002962610412698391,"score_gpt":0.12133776423100086,"score_spread":0.11837515381830246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006875110","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17520817,0.14323121,0.0005654247,0.026802378,0.0023644953,0.00013900627,0.00087918364,0.00009494305,0.65071523],"genre_scores_gemma":[0.6154708,0.05200283,0.0009820291,0.0045047184,0.00051224534,0.00007962428,0.00032839994,0.0000621462,0.3260571],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998078,0.000057301655,0.000008816873,0.000024389901,0.000036262052,0.00006548225],"domain_scores_gemma":[0.9999013,0.00001705059,0.000025215628,0.0000063175385,0.00001718481,0.000032932916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031643722,0.00042109835,0.00021274187,0.001058759,0.008135537,0.0022849839,0.00066708494,0.0007889832,0.010658005],"category_scores_gemma":[0.0004997115,0.00031109713,0.0001321561,0.002128585,0.00349553,0.001284165,0.0022068396,0.0016424592,0.0011338871],"study_design_candidate":"not_applicable","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":[0.0002037787,0.00009094911,0.022764472,0.0017111877,0.000033815017,0.0032579682,0.41516626,0.00013509621,0.00183532,0.13453993,0.172712,0.24754922],"study_design_scores_gemma":[0.000005380606,0.000027334981,0.045682244,0.00037199244,0.00000886219,0.0008429597,0.032199454,0.00002115259,0.00014738095,0.0010257033,0.9196579,0.000009563798],"about_ca_topic_score_codex":0.12193884,"about_ca_topic_score_gemma":0.5281384,"teacher_disagreement_score":0.12193884,"about_ca_system_score_codex":0.0039999248,"about_ca_system_score_gemma":0.003345065,"threshold_uncertainty_score":0.2424581},"labels":[],"label_agreement":null},{"id":"W7020702616","doi":"","title":"Modélisation et étude d'approches collaboratives dans les réseaux de création de valeur de l'industrie des papiers fins","year":2008,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Nucleofection; Gestational period; Hyporeflexia; Diafiltration; TSG101; Articular cartilage damage","score_opus":0.014603926114270022,"score_gpt":0.2238887160476114,"score_spread":0.20928478993334138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020702616","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18631072,0.0012033157,0.7723246,0.0025169633,0.00012838465,0.0002812406,0.00033825735,0.0002601669,0.036636308],"genre_scores_gemma":[0.84675306,0.0009887095,0.12816243,0.00011184601,0.00005809688,0.0005760375,0.00021746672,0.00008339035,0.023048956],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99762076,0.0011973223,0.00010666884,0.00043817112,0.00043011966,0.0002069037],"domain_scores_gemma":[0.9916807,0.0059506022,0.00061532255,0.0004761687,0.000929361,0.0003479332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004781605,0.00088823517,0.00093480403,0.0007446944,0.0012434887,0.0045783757,0.0021812858,0.0027559535,0.0066291415],"category_scores_gemma":[0.012688703,0.00076268153,0.0015637118,0.0013451601,0.0019215267,0.0036857477,0.0021337771,0.0017808905,0.00055824575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006821836,0.000079772384,0.0014821751,0.000083899205,0.000046183333,0.000087340435,0.00038872098,0.91342354,0.00060339295,0.07099247,0.00045728654,0.012287025],"study_design_scores_gemma":[0.00004396796,0.00007225032,0.00048668098,0.000032674026,0.000032689764,0.00003144533,0.00018073255,0.9662448,0.00063436106,0.028363464,0.0038591519,0.0000177324],"about_ca_topic_score_codex":0.028431928,"about_ca_topic_score_gemma":0.0152742835,"teacher_disagreement_score":0.028431928,"about_ca_system_score_codex":0.0038774458,"about_ca_system_score_gemma":0.0048521627,"threshold_uncertainty_score":0.05653286},"labels":[],"label_agreement":null},{"id":"W7028904523","doi":"","title":"Happy Face Killer - Part 2 - 7 More Murders and Aftermath (BC)","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Face (sociological concept); Face-to-face; Content (measure theory); Homicide; Discretion","score_opus":0.0039929014658900966,"score_gpt":0.16884888966300185,"score_spread":0.16485598819711175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028904523","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029959824,0.0014276298,0.0005324356,0.035460867,0.010700814,0.0007368132,0.008074314,0.00073706725,0.9123702],"genre_scores_gemma":[0.04613154,0.0008983398,0.00031702287,0.010891423,0.0011940534,0.0002690909,0.0042434772,0.0002797142,0.9357753],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922717,0.000043535336,0.000016442407,0.00004830941,0.000334094,0.00033048456],"domain_scores_gemma":[0.9988187,0.00005652605,0.000038474183,0.000038761413,0.0003942357,0.00065328873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048018713,0.00049152435,0.00033813913,0.00053158513,0.007885472,0.0022156157,0.0007874457,0.002759023,0.17585514],"category_scores_gemma":[0.0023712555,0.00028895558,0.00029561363,0.00047376513,0.00056304067,0.0010751627,0.0028946646,0.0046957927,0.041712366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033478405,0.000050262694,0.0011221815,0.000038026268,0.0000022209301,0.0005377974,0.001367584,0.000017547243,0.00020664184,0.00076217065,0.9769146,0.018947609],"study_design_scores_gemma":[0.000014109493,0.00006060225,0.010775265,0.00012013479,0.0000028366305,0.00057703536,0.00574968,0.000035061417,0.00024144666,0.00038150896,0.9820287,0.00001368165],"about_ca_topic_score_codex":0.15738235,"about_ca_topic_score_gemma":0.5375296,"teacher_disagreement_score":0.84261763,"about_ca_system_score_codex":0.003548808,"about_ca_system_score_gemma":0.0035903377,"threshold_uncertainty_score":0.588294},"labels":[],"label_agreement":null},{"id":"W7033305942","doi":"","title":"Putlocker Watch Wonder Woman 1984 Full Movies HD Free","year":2020,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Wonder; Adventure; Appeal; Film director; Fantasy","score_opus":0.008378069510245246,"score_gpt":0.20732526104304816,"score_spread":0.1989471915328029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033305942","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007496701,0.00025891408,0.00048870855,0.0008681671,0.0010599855,0.000105887564,0.00291612,0.0033010456,0.99025154],"genre_scores_gemma":[0.0027146454,0.00025735848,0.00025741517,0.00042250202,0.00022967039,0.00005507376,0.0013290534,0.00089408585,0.99384016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99987876,0.000011643263,0.000003146769,0.000017018543,0.000051031653,0.00003846293],"domain_scores_gemma":[0.9995535,0.000038501024,0.000014000805,0.000037205566,0.00011936226,0.00023744178],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017146918,0.00059253204,0.0003477477,0.0006181125,0.0016871947,0.0022721046,0.00053809455,0.000901762,0.8852573],"category_scores_gemma":[0.0009963585,0.0003158305,0.0003333045,0.00058479514,0.00023488353,0.0021896607,0.0024103366,0.0012730429,0.70226073],"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":[0.000017587006,0.000008481009,0.000052433945,0.000033766966,8.553817e-7,0.00004006559,0.000058137088,0.000007825077,0.00017631905,0.00043045825,0.9876315,0.011542688],"study_design_scores_gemma":[0.0000074236254,0.000009890396,0.0004461128,0.000029668825,0.0000013312898,0.000042939395,0.00013190754,0.000022156975,0.00010160502,0.00008659325,0.99911684,0.0000035314733],"about_ca_topic_score_codex":0.0033463563,"about_ca_topic_score_gemma":0.01419192,"teacher_disagreement_score":0.1147427,"about_ca_system_score_codex":0.0003934497,"about_ca_system_score_gemma":0.00029913397,"threshold_uncertainty_score":0.16366655},"labels":[],"label_agreement":null},{"id":"W7038239517","doi":"","title":"Highlights of the april 2010 ASA board of directors meeting","year":2010,"lang":"en","type":"article","venue":"Hispana","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Graduate Education; Natural Sciences and Engineering Research Council of Canada; College of Engineering, Michigan State University; University of Dhaka; Michigan State University; Purdue University; National Science Foundation","keywords":"Excellence; Statistical analysis; Editorial board","score_opus":0.005215827251779241,"score_gpt":0.18085130272919744,"score_spread":0.1756354754774182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038239517","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029982824,0.01432827,0.0015814401,0.27880085,0.65786356,0.0006820764,0.0018506866,0.000262664,0.04163217],"genre_scores_gemma":[0.027462631,0.027315594,0.0033577797,0.06940181,0.45924923,0.0012975069,0.0038129503,0.00050151173,0.407601],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724317,0.00048981456,0.00021248886,0.00026685212,0.0014295974,0.00035817694],"domain_scores_gemma":[0.9832214,0.0009965084,0.0008507793,0.0002105224,0.010597479,0.0041232416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008569642,0.0021773237,0.0008542218,0.0016253578,0.0025951527,0.0047924053,0.0009981327,0.0044954065,0.037371017],"category_scores_gemma":[0.01065798,0.0005491648,0.0010241049,0.0009876305,0.00063778815,0.0016475462,0.0015310403,0.006034932,0.026383223],"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":[0.000056059605,0.000034257766,0.00019885664,0.000078014236,0.000004369248,0.00006197663,0.000024389517,0.000033900204,0.00017717635,0.0001250088,0.9879821,0.01122408],"study_design_scores_gemma":[0.000031833362,0.0000835929,0.004312365,0.00014479955,0.000011747418,0.000088289176,0.00030603123,0.000108252374,0.00018777077,0.00026728254,0.9944349,0.00002306715],"about_ca_topic_score_codex":0.004193493,"about_ca_topic_score_gemma":0.012585085,"teacher_disagreement_score":0.037371017,"about_ca_system_score_codex":0.00202206,"about_ca_system_score_gemma":0.0060115485,"threshold_uncertainty_score":0.12501848},"labels":[],"label_agreement":null},{"id":"W7067613332","doi":"","title":"Measurement of the inclusive isolated prompt photon cross-section in proton-proton collisions at âs = 8 TeV with the ATLAS detector","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Pseudorapidity; Atlas (anatomy); Large Hadron Collider; Photon; Detector; Atlas detector; Hadron; Collider; Luminosity","score_opus":0.009364341197072459,"score_gpt":0.22477065660450912,"score_spread":0.21540631540743665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067613332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98814166,0.00027514313,0.0032936842,0.000043336546,0.000012579161,0.000021042659,0.0012495157,0.000111291556,0.006851775],"genre_scores_gemma":[0.9950126,0.00016041764,0.0018310776,0.000028711833,0.000007963518,0.000024416777,0.0011088131,0.000020558948,0.0018054568],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994087,0.00008481643,0.000026249307,0.00016093718,0.00021649363,0.00010289642],"domain_scores_gemma":[0.9993038,0.00028055845,0.0001578331,0.000058239853,0.0001064301,0.000093143564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008029822,0.00072624075,0.0005500868,0.0013073998,0.0007927759,0.0011479001,0.0009778664,0.00045610848,0.0028673278],"category_scores_gemma":[0.0007421977,0.0005372664,0.00038284718,0.0016370573,0.00050677796,0.000561543,0.0012581934,0.0005147267,0.0005416852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053975806,0.00048551086,0.27114773,0.0005114598,0.0007497054,0.0040758154,0.0009675003,0.017078003,0.66593957,0.008377159,0.0018696844,0.023400245],"study_design_scores_gemma":[0.00012112081,0.0010484507,0.26985312,0.000033838594,0.00038150192,0.0027355247,0.0003648678,0.013308129,0.70527583,0.0017327887,0.005006045,0.00013868093],"about_ca_topic_score_codex":0.0016536218,"about_ca_topic_score_gemma":0.002873017,"teacher_disagreement_score":0.0028673278,"about_ca_system_score_codex":0.001008539,"about_ca_system_score_gemma":0.00042034395,"threshold_uncertainty_score":0.009592235},"labels":[],"label_agreement":null},{"id":"W7117155288","doi":"10.31172/bgb.v6i2.156","title":"Karaktersitik Pola Arus Laut di Perairan Selat Sunda Periode Tahun 2013 – 2023","year":2025,"lang":"","type":"article","venue":"Buletin GAW Bariri","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Standard error","score_opus":0.004622203520765669,"score_gpt":0.20451708078326686,"score_spread":0.19989487726250119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117155288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93222094,0.002002275,0.014211009,0.0017417232,0.00020230128,0.000086587286,0.03096821,0.0004362026,0.018130708],"genre_scores_gemma":[0.9741732,0.0009693959,0.0038261677,0.00014101004,0.000042592044,0.00008252007,0.012634972,0.000100536214,0.00802965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995881,0.000060950282,0.00003439375,0.00010979131,0.00013023564,0.00007653902],"domain_scores_gemma":[0.9991653,0.00015695869,0.00017932153,0.000066419496,0.000363814,0.000068171845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007489403,0.0004800686,0.00038450572,0.00086845004,0.00036961888,0.001329717,0.00045625458,0.00033584237,0.004458358],"category_scores_gemma":[0.0015193643,0.00024071652,0.00077457534,0.0015860663,0.00033255955,0.001016502,0.0011174531,0.0006147291,0.0009893068],"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":[0.0005181203,0.000074918156,0.85098976,0.00078527373,0.00070561323,0.00050806336,0.0013750317,0.025262753,0.0066356407,0.0039816103,0.013320764,0.09584247],"study_design_scores_gemma":[0.000021418195,0.00010181406,0.91992766,0.00017610626,0.00022776112,0.0001854615,0.003781488,0.029272752,0.0034446146,0.0021383746,0.040659722,0.000062705134],"about_ca_topic_score_codex":0.06967601,"about_ca_topic_score_gemma":0.07860462,"teacher_disagreement_score":0.06967601,"about_ca_system_score_codex":0.0010548764,"about_ca_system_score_gemma":0.0015689033,"threshold_uncertainty_score":0.13854092},"labels":[],"label_agreement":null},{"id":"W7117235874","doi":"10.29103/aa.v12i3.24366","title":"Determination of water quality status of Way Kuala River, Bandar Lampung City","year":2025,"lang":"","type":"article","venue":"Acta Aquatica Aquatic Sciences Journal","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Water quality; River pollution; Water pollution; Pollution; Field survey; Main river; Hydrology (agriculture)","score_opus":0.023002377112386663,"score_gpt":0.29665827415049406,"score_spread":0.2736558970381074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117235874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99684477,0.00010009446,0.00039320864,0.00002776214,0.0000033300607,0.00003252605,0.0007296859,0.000018946857,0.0018497471],"genre_scores_gemma":[0.9955245,0.00017460536,0.0013158503,0.000019522662,0.000002730999,0.00006613924,0.00092716864,0.000005259648,0.0019643009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971145,0.000035373803,0.00003676694,0.00006653571,0.00010358587,0.0000462711],"domain_scores_gemma":[0.9997546,0.000021938537,0.000080961574,0.0000110322735,0.00010573639,0.00002580718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014815867,0.00019703335,0.0001866928,0.0013071434,0.0007430611,0.0009988624,0.00017651003,0.00026757465,0.0010414455],"category_scores_gemma":[0.0002678927,0.00013123124,0.00024199554,0.0018474745,0.0002941231,0.000319911,0.00039987508,0.00020694766,0.00021893567],"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":[0.00010492833,0.00009043904,0.94058245,0.00012542873,0.00008289511,0.0003509911,0.0019384013,0.00046704337,0.029808307,0.00011662769,0.0005365076,0.02579598],"study_design_scores_gemma":[0.0000023568543,0.000069414746,0.9916841,0.000012441343,0.000027549599,0.0001525556,0.0026120825,0.00037292184,0.0034486447,0.00003214893,0.0015696667,0.000016150365],"about_ca_topic_score_codex":0.034798514,"about_ca_topic_score_gemma":0.08924377,"teacher_disagreement_score":0.034798514,"about_ca_system_score_codex":0.0006053538,"about_ca_system_score_gemma":0.00081541186,"threshold_uncertainty_score":0.06919193},"labels":[],"label_agreement":null},{"id":"W7117371349","doi":"10.33175/mtr.2026.281541","title":"Coast Guard’s performance: Impacts of interorganizational relations and IT adoptions","year":2025,"lang":"","type":"article","venue":"Maritime Technology and Research","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"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":"","keywords":"Alliance; Strategic alliance; Archipelagic state; Corporate governance; Coast guard; Indonesian","score_opus":0.011757981469369728,"score_gpt":0.28415389157036774,"score_spread":0.272395910100998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117371349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99734586,0.00006686647,0.000054263022,0.0001675017,0.0000033459996,0.000005250264,0.00006699247,0.0000040982127,0.00228584],"genre_scores_gemma":[0.99949145,0.00004627667,0.000063306055,0.000011324936,0.0000018715778,0.00000341627,0.00006905614,0.0000015063855,0.0003116464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801624,0.0007663158,0.00015571933,0.00025580125,0.00049096905,0.0003149486],"domain_scores_gemma":[0.98645616,0.0033779545,0.0056984425,0.0006451681,0.0014457774,0.0023765292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021082256,0.00024103209,0.00014880272,0.00077027665,0.0006075563,0.0018780008,0.0003224906,0.00033272352,0.002586943],"category_scores_gemma":[0.007441308,0.00008206953,0.00022286788,0.0011476355,0.0010812805,0.0009472598,0.0012859472,0.00071445416,0.00042335977],"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":[0.00020256042,0.00024336776,0.97650856,0.000031323558,0.00007878467,0.00017318131,0.004085409,0.0005644869,0.0005758903,0.0004933716,0.00042098772,0.016622141],"study_design_scores_gemma":[0.0000032194735,0.0001551741,0.9886796,0.000017276954,0.000010246122,0.000036225778,0.009607087,0.00033654104,0.00015723461,0.000076675125,0.00091297046,0.000007886661],"about_ca_topic_score_codex":0.022599759,"about_ca_topic_score_gemma":0.024355313,"teacher_disagreement_score":0.022599759,"about_ca_system_score_codex":0.0017902248,"about_ca_system_score_gemma":0.0012789987,"threshold_uncertainty_score":0.04493642},"labels":[],"label_agreement":null},{"id":"W7118660636","doi":"10.31957/acr.v8i2.5067","title":"Analisis Pendapatan Nelayan Tradisional di Kampung Ausem Distrik Pulau Yerui Kabupaten Kepulauan Yapen","year":2025,"lang":"","type":"article","venue":"ACROPORA Jurnal Ilmu Kelautan dan Perikanan Papua","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Social benefits","score_opus":0.009161425646496637,"score_gpt":0.24358219590856733,"score_spread":0.2344207702620707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118660636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9102082,0.009089538,0.0026221743,0.001373549,0.0002686902,0.00057091867,0.010551286,0.00009257336,0.06522319],"genre_scores_gemma":[0.9313192,0.0058441972,0.006010353,0.0010147056,0.00006608104,0.00051171717,0.0054448457,0.000091989656,0.049696963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771583,0.00046299252,0.00019109293,0.00046006092,0.00096163776,0.0002084481],"domain_scores_gemma":[0.9969541,0.00079967466,0.00044811892,0.00018726931,0.001448894,0.00016195931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022590752,0.00049443636,0.0004892414,0.001574104,0.001268467,0.0026690087,0.00076804514,0.00064399577,0.008667509],"category_scores_gemma":[0.003035485,0.00031409698,0.00088165066,0.0024014579,0.0006706106,0.0012614081,0.0010133316,0.0012592054,0.0017422464],"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":[0.0029791535,0.0012741324,0.57729834,0.0051244614,0.0008434526,0.0022172374,0.022324374,0.0011974847,0.034077924,0.0072246017,0.01802854,0.32741034],"study_design_scores_gemma":[0.00004343644,0.0014398867,0.6886446,0.0013399255,0.00060791324,0.000955519,0.040959492,0.00093612686,0.019297691,0.0017321313,0.24393162,0.00011174445],"about_ca_topic_score_codex":0.025100159,"about_ca_topic_score_gemma":0.052148517,"teacher_disagreement_score":0.025100159,"about_ca_system_score_codex":0.0017439978,"about_ca_system_score_gemma":0.002407079,"threshold_uncertainty_score":0.04990816},"labels":[],"label_agreement":null},{"id":"W7118864726","doi":"10.29303/xbh7he27","title":"Analysis of Water Quality and Pollution Level in Air Hitam River Pekanbaru City Using CCME Index","year":2025,"lang":"","type":"article","venue":"Indonesian Journal Of Aquaculture Medium","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Hydrology (agriculture); Air quality index; Water quality; Air pollution; Index method; Air water","score_opus":0.0267108014657093,"score_gpt":0.28126333671053844,"score_spread":0.2545525352448291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118864726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895354,0.00037819808,0.0008957794,0.00016230566,0.000019031098,0.00006806322,0.0034891402,0.0000376275,0.0054146093],"genre_scores_gemma":[0.9895893,0.0003294226,0.0017936591,0.000050096398,0.000011412297,0.00009244081,0.0031619682,0.000006746529,0.004964877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997645,0.00003218514,0.00002328301,0.00005859413,0.00008088412,0.000040520332],"domain_scores_gemma":[0.9997882,0.000034361554,0.00004372201,0.000011832304,0.00009484353,0.000026954363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021967755,0.0002775172,0.000262515,0.0012155401,0.00046801366,0.00072224793,0.00020475546,0.00031155988,0.0023451943],"category_scores_gemma":[0.00039911855,0.00016017884,0.00040920274,0.0019659456,0.00018371554,0.00030923184,0.0005022395,0.00038954834,0.00033368127],"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":[0.00016353466,0.00018322018,0.9545819,0.00022625449,0.00011881207,0.00044452754,0.0012750445,0.0011085699,0.009423784,0.00032249166,0.0020591898,0.030092528],"study_design_scores_gemma":[0.000004261928,0.00011863559,0.9907037,0.00002913927,0.000041957428,0.00014113338,0.0023682516,0.0015196248,0.0024437357,0.00011981261,0.0024914301,0.000018323113],"about_ca_topic_score_codex":0.042628508,"about_ca_topic_score_gemma":0.09148,"teacher_disagreement_score":0.042628508,"about_ca_system_score_codex":0.000530706,"about_ca_system_score_gemma":0.00077152805,"threshold_uncertainty_score":0.084760725},"labels":[],"label_agreement":null},{"id":"W7118892936","doi":"10.29303/jstl.v11i4.970","title":"Keanekaragaman, Kelimpahan dan Biomassa Biota Nektonik Indikator Terumbu Karang serta Jenis Ikan Lainnya di Kawasan Konservasi Pulau Gili Matra, NTB","year":2025,"lang":"","type":"article","venue":"Jurnal Sains Teknologi & Lingkungan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Biota; Coral reef; Biomass (ecology); Biodiversity; Nekton; Reef; Ecosystem; Trophic level","score_opus":0.009181024077553907,"score_gpt":0.2362589737030284,"score_spread":0.22707794962547448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118892936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97089607,0.0017723568,0.001173779,0.0004749303,0.00004760297,0.00003451149,0.0017511504,0.000038657672,0.02381087],"genre_scores_gemma":[0.9712993,0.0017333823,0.0032835617,0.00008451228,0.000015286822,0.00007421104,0.0010512072,0.00001843816,0.02244013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999435,0.0000068989766,0.0000056904105,0.00001788247,0.000013662046,0.000012329136],"domain_scores_gemma":[0.99990475,0.00001773484,0.000031344312,0.000006471183,0.000021129545,0.000018544877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013346238,0.00026132856,0.00016273113,0.00038388584,0.0004465049,0.0008037201,0.00017513633,0.00013194582,0.00596579],"category_scores_gemma":[0.00020211018,0.00015477974,0.00015333267,0.00054691994,0.0002095959,0.00047826488,0.0004592967,0.00029424735,0.0008790738],"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":[0.00024360251,0.00019385768,0.60332906,0.00055636663,0.00008175108,0.0008673379,0.004828218,0.00083927694,0.007991656,0.0021359548,0.005720976,0.3732118],"study_design_scores_gemma":[0.00000653926,0.000069856826,0.9612253,0.00015418188,0.000066268476,0.0007760219,0.0059967265,0.0013777477,0.0023157552,0.0006155012,0.027375039,0.000021166847],"about_ca_topic_score_codex":0.00903037,"about_ca_topic_score_gemma":0.03253326,"teacher_disagreement_score":0.00903037,"about_ca_system_score_codex":0.0004883187,"about_ca_system_score_gemma":0.00091667386,"threshold_uncertainty_score":0.019957602},"labels":[],"label_agreement":null},{"id":"W7119097371","doi":"10.58169/jwikal.v4i2.993","title":"Analisis Kinerja IPAL PT X Jawa Timur dalam Menurunkan Parameter Pencemar Menggunakan Pendekatan Water Quality Index (WQI)","year":2025,"lang":"","type":"article","venue":"JURNAL WILAYAH KOTA DAN LINGKUNGAN BERKELANJUTAN","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"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":"","keywords":"Effluent; Wastewater; Water quality; Sewage treatment; Index (typography); Inlet","score_opus":0.011785327851395555,"score_gpt":0.2676100400372413,"score_spread":0.25582471218584574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119097371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93910825,0.0019191351,0.027418377,0.0002854997,0.00010787277,0.00022994273,0.005840402,0.0010666712,0.024023827],"genre_scores_gemma":[0.9455702,0.0011255624,0.036442336,0.0001135537,0.000021317945,0.0002387582,0.0032290032,0.00023762356,0.013021667],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985545,0.00010945762,0.00014638698,0.00023635429,0.00085861405,0.000094666815],"domain_scores_gemma":[0.99921846,0.00018996256,0.00016291137,0.000040281844,0.00035597538,0.000032438318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011950401,0.00070416066,0.0008582571,0.0032651348,0.0005603648,0.0024466445,0.00050366815,0.0005915423,0.0054949494],"category_scores_gemma":[0.0015213289,0.00030574598,0.0007185555,0.0037699277,0.00051364035,0.0010511817,0.0008040177,0.0007163491,0.0021580409],"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":[0.00141517,0.00038971106,0.26770133,0.00226534,0.0004272724,0.0013477503,0.0037470479,0.0056126174,0.24261639,0.0019302797,0.0061308607,0.46641624],"study_design_scores_gemma":[0.00002507284,0.00065568584,0.7730718,0.0002032996,0.0003327657,0.0014633399,0.006885337,0.023048474,0.15045053,0.0012654824,0.042374887,0.00022327584],"about_ca_topic_score_codex":0.0056559276,"about_ca_topic_score_gemma":0.009401565,"teacher_disagreement_score":0.0056559276,"about_ca_system_score_codex":0.0005020452,"about_ca_system_score_gemma":0.000677405,"threshold_uncertainty_score":0.01838243},"labels":[],"label_agreement":null},{"id":"W7127930029","doi":"10.14710/ijfst.22.1.1-8","title":"KARAKTERISTIK IKAN SEBELAH (Psettodes erumei ) DI PERAIRAN CILACAP","year":2025,"lang":"","type":"article","venue":"SAINTEK PERIKANAN Indonesian Journal of Fisheries Science and Technology","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Dorsum","score_opus":0.004430979348025293,"score_gpt":0.2072454843918029,"score_spread":0.2028145050437776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127930029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8361931,0.035800714,0.01364121,0.009890296,0.00097442896,0.00062018004,0.011214769,0.0002702798,0.09139498],"genre_scores_gemma":[0.9310177,0.017079663,0.01151797,0.0017855499,0.00018719319,0.0004070106,0.0036596283,0.00014786185,0.03419749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706995,0.00085519557,0.00022064241,0.00054085086,0.0009549117,0.00035840858],"domain_scores_gemma":[0.9959265,0.0013239199,0.0010003225,0.0002314291,0.0012048795,0.0003128794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003348749,0.0010610492,0.00095894944,0.0016803643,0.0014554524,0.0044861077,0.001022847,0.0013180665,0.015089371],"category_scores_gemma":[0.0052498146,0.0004970744,0.0015045688,0.001876573,0.0010683449,0.0019489966,0.0021392503,0.0015650189,0.0026697982],"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":[0.0022702406,0.00094864605,0.5359593,0.008848533,0.0016163966,0.0023370965,0.010790107,0.0018057247,0.022427367,0.008992704,0.020703912,0.38329992],"study_design_scores_gemma":[0.000077645105,0.0014832261,0.75294423,0.0033011069,0.0014179008,0.002497442,0.02890104,0.0011980253,0.015767388,0.009024789,0.18311018,0.0002770208],"about_ca_topic_score_codex":0.015802529,"about_ca_topic_score_gemma":0.03119125,"teacher_disagreement_score":0.015802529,"about_ca_system_score_codex":0.002238397,"about_ca_system_score_gemma":0.0030863287,"threshold_uncertainty_score":0.050478935},"labels":[],"label_agreement":null},{"id":"W7134164795","doi":"10.23887/ijcsl.v9i4.87225","title":"\"Building Bone Forward: Collaborative Strategies to Accelerate the Human Development Index\"","year":2025,"lang":"","type":"article","venue":"International Journal of Community Service Learning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Human Development Index; Sustainable development; Documentation; Descriptive statistics; Human development (humanity); Quality (philosophy); Per capita; Human resources; Data collection","score_opus":0.017225595673764908,"score_gpt":0.3079751126894972,"score_spread":0.29074951701573226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134164795","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08092178,0.013189477,0.16350284,0.52453095,0.0073985136,0.0044887564,0.0031433548,0.0042675342,0.19855684],"genre_scores_gemma":[0.38056877,0.010702278,0.4964162,0.03529873,0.0010615094,0.0031901381,0.00340769,0.00056670606,0.06878798],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927907,0.0039620395,0.00027019935,0.00047090088,0.0016299303,0.0008762837],"domain_scores_gemma":[0.99018526,0.0019432614,0.00078268297,0.00069191126,0.0028959922,0.003500864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020986581,0.00086276024,0.00043289326,0.0034669274,0.0029494842,0.0042938106,0.0023952401,0.0016165791,0.009133402],"category_scores_gemma":[0.022303184,0.00028569327,0.0005972915,0.0031620522,0.0019080689,0.0037093882,0.0130558405,0.0029803698,0.0025409092],"study_design_candidate":"not_applicable","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":[0.00006916196,0.00040839292,0.015214347,0.0007776162,0.000067800116,0.0002821852,0.008743683,0.0012970131,0.001245208,0.056299202,0.2650443,0.65055114],"study_design_scores_gemma":[0.00007563947,0.00035756535,0.024200382,0.0012160926,0.00006719799,0.00022587717,0.010998752,0.0021656682,0.002044112,0.033802133,0.9247749,0.00007170681],"about_ca_topic_score_codex":0.022556845,"about_ca_topic_score_gemma":0.03637691,"teacher_disagreement_score":0.022556845,"about_ca_system_score_codex":0.0041318056,"about_ca_system_score_gemma":0.047941666,"threshold_uncertainty_score":0.110989034},"labels":[],"label_agreement":null},{"id":"W7152280226","doi":"10.33579/rkr.v5i2.3674","title":"Relasi Aktor dalam Transformasi Pelabuhan Menuju Green Port (Studi Kasus: Pelabuhan Panjang)","year":2023,"lang":"","type":"article","venue":"REKA RUANG","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Port authority; Umwelt; Port (circuit theory)","score_opus":0.013938762436070095,"score_gpt":0.22550734679203643,"score_spread":0.21156858435596634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7152280226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8994664,0.0013953663,0.00058151246,0.0015357017,0.00006814047,0.00009186668,0.0005019749,0.00002968816,0.0963294],"genre_scores_gemma":[0.9612418,0.0016294707,0.000432469,0.0002802001,0.000012580255,0.000055156415,0.000277225,0.000022781463,0.03604835],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9995542,0.00010239762,0.000018875762,0.000076700104,0.00011473765,0.00013312607],"domain_scores_gemma":[0.9993425,0.00021248501,0.00013569697,0.000044918364,0.00014698628,0.00011732579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006952918,0.0002942151,0.00021410527,0.0007101883,0.0018993383,0.0035332427,0.00040410494,0.00056062825,0.022048637],"category_scores_gemma":[0.0013616969,0.00021779595,0.00035439833,0.0017586456,0.00088103005,0.0025838753,0.002171623,0.0011137908,0.0013619829],"study_design_candidate":"qualitative","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":[0.00064464845,0.0012655521,0.5556659,0.0013882588,0.00017202573,0.004478054,0.11883295,0.0008146711,0.0042100814,0.055066243,0.018375503,0.23908608],"study_design_scores_gemma":[0.000025374873,0.00026510967,0.5904531,0.0005436907,0.00013562913,0.00058447185,0.23552649,0.00045793192,0.0022308799,0.0034580529,0.16627799,0.00004134885],"about_ca_topic_score_codex":0.042886153,"about_ca_topic_score_gemma":0.09519591,"teacher_disagreement_score":0.042886153,"about_ca_system_score_codex":0.0031540783,"about_ca_system_score_gemma":0.003105372,"threshold_uncertainty_score":0.08527303},"labels":[],"label_agreement":null}]}