{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"46088a513a20","filters":{"venue":"Oceans"}},"results":[{"id":"W4385649995","doi":"10.3390/oceans4030019","title":"Harbor Porpoise Aggregations in the Salish Sea","year":2023,"lang":"en","type":"article","venue":"Oceans","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Ministère de la Défense Nationale","keywords":"Porpoise; Foraging; Phocoena; Fishery; Population; Whale; Habitat; Geography; Biology; Ecology; Harbour; Demography; Sociology; Computer science","authors":[{"name":"D. B. Anderson","is_ca":false},{"name":"Laurie A. Shuster","is_ca":false},{"name":"Cindy R. Elliser","is_ca":false},{"name":"Katrina MacIver","is_ca":false},{"name":"Erin Johns Gless","is_ca":false},{"name":"Johannes Krieger","is_ca":false},{"name":"Anna Hall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02089756597774879,"gpt":0.2433901730280856,"spread":0.2224926070503368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006113228,0.0002416096,0.0001642982,0.00247339,0.0004625553,0.0006088913,0.0001964709,0.0002649432,0.002044833],"category_scores_gemma":[0.0004740578,0.0001256292,0.0002532102,0.003227965,0.0004470883,0.0005841319,0.0007982186,0.0002345899,0.0002075353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000788683,"about_ca_system_score_gemma":0.0008792748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1186151,"about_ca_topic_score_gemma":0.2539041,"domain_scores_codex":[0.9997585,0.0000389112,0.00002967605,0.00004912943,0.00007353633,0.00005018201],"domain_scores_gemma":[0.9995356,0.00006523084,0.0001806111,0.00002225315,0.0001096784,0.00008672775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001925788,0.00003879275,0.7955356,0.001314655,0.0001715902,0.0008917059,0.008807114,0.00037767,0.003506442,0.0008703554,0.007476254,0.1808173],"study_design_scores_gemma":[0.000001994361,0.00006520858,0.9867336,0.00009830196,0.0000236938,0.0001908971,0.002532957,0.00002804578,0.00009595357,0.00007492053,0.01014819,0.000006157551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490552,0.0247912,0.0003765636,0.001532217,0.00008692124,0.00006320031,0.002924994,0.00006208345,0.02110773],"genre_scores_gemma":[0.9384543,0.05247092,0.001440455,0.0003931561,0.0002807243,0.00004100099,0.003156403,0.000009650757,0.003753567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1186151,"threshold_uncertainty_score":0.2358493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134557492","doi":"10.3390/oceans2010014","title":"Severe Heat Stress Resulted in High Coral Mortality on Maldivian Reefs following the 2015–2016 El Niño Event","year":2021,"lang":"en","type":"article","venue":"Oceans","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Coral; Reef; Atoll; Coral reef; Environmental issues with coral reefs; Aquaculture of coral; Coral reef protection; Oceanography; Coral bleaching; Benthic zone; Resilience of coral reefs; Fringing reef; Transect; Ecology; Fishery; Geography; Biology; Geology","authors":[{"name":"Pia Bessell‐Browne","is_ca":false},{"name":"Hannah E. Epstein","is_ca":false},{"name":"Nora Hall","is_ca":false},{"name":"Patrick Buerger","is_ca":false},{"name":"Kathryn Berry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01313529221598215,"gpt":0.2559262590320157,"spread":0.2427909668160336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002513756,0.0002543006,0.0001435195,0.0003338779,0.0007290151,0.0004270668,0.0001421719,0.0002398851,0.0009649539],"category_scores_gemma":[0.000552002,0.00008681713,0.0002091871,0.0003333938,0.0002541867,0.0001798192,0.0006637331,0.000295466,0.0001168043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498484,"about_ca_system_score_gemma":0.0004190882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03440468,"about_ca_topic_score_gemma":0.06499414,"domain_scores_codex":[0.9998662,0.00001920387,0.000008800655,0.00002193584,0.00003813217,0.00004557926],"domain_scores_gemma":[0.9997024,0.00002336671,0.0001300434,0.00001418918,0.00007608046,0.00005397568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008246344,0.00002780749,0.9912314,0.00001558977,0.00002576865,0.0002252533,0.000497497,0.0001350613,0.004202396,0.00001776803,0.0001495807,0.003389448],"study_design_scores_gemma":[5.748089e-7,0.00001854399,0.9992813,0.000002260067,0.000003630642,0.00002528268,0.0003302914,0.00005128938,0.0001720474,0.000005180375,0.0001083033,0.000001162217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995484,0.00003807663,0.00001554155,0.00002900142,0.000002213231,0.000001938321,0.0000856538,0.000001373684,0.0002777444],"genre_scores_gemma":[0.9995236,0.00006806336,0.00003067365,0.00002297115,0.000004733111,0.000004354632,0.0001215663,3.554748e-7,0.0002234862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03440468,"threshold_uncertainty_score":0.06840885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404567679","doi":"10.3390/oceans5040051","title":"Integrating Hydrodynamic Modeling with Ecological Risk Assessment for Selecting Sites for Artificial Reef Deployment: Avoiding Coastal Pollution Risks in Kish Island, Persian Gulf","year":2024,"lang":"en","type":"article","venue":"Oceans","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Persian; Artificial reef; Pollution; Software deployment; Ecology; Environmental science; Reef; Fishery; Marine pollution; Oceanography; Geography; Environmental resource management; Geology; Engineering; Biology","authors":[{"name":"Shadan Nasseri Doust","is_ca":false},{"name":"Mehrnoosh Abbasian","is_ca":false},{"name":"S. Abbas Haghshenas","is_ca":false},{"name":"Michael J. Risk","is_ca":true},{"name":"Craig A. Downs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0270530970801315,"gpt":0.281002427178107,"spread":0.2539493300979755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003953746,0.0004457473,0.0002652639,0.0005718929,0.0004256194,0.001045889,0.0005579247,0.0006132094,0.0008483176],"category_scores_gemma":[0.001147587,0.0002863418,0.0003212803,0.0006055378,0.0004719862,0.0004995163,0.0007741067,0.0004475172,0.00008578246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738274,"about_ca_system_score_gemma":0.003185144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2456752,"about_ca_topic_score_gemma":0.2056224,"domain_scores_codex":[0.9998952,0.00004045223,0.000008958656,0.00001612541,0.00001399947,0.00002536397],"domain_scores_gemma":[0.9996799,0.0001443322,0.00006132971,0.00001409914,0.00005877301,0.00004152464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006366843,0.00008510162,0.09223508,0.00003476473,0.00004799866,0.000305617,0.0001580483,0.8931546,0.0008090688,0.001118779,0.0005925795,0.01139476],"study_design_scores_gemma":[0.00001993772,0.00002805978,0.01655776,0.000009734383,0.00001872949,0.00001684925,0.0004580316,0.9819901,0.0001810509,0.0004386691,0.0002661684,0.00001499418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871051,0.00009425509,0.008494036,0.0007534215,0.00002184645,0.0000415142,0.0002534545,0.00009048117,0.003145869],"genre_scores_gemma":[0.9949878,0.00008950027,0.004162911,0.00002600536,0.000006151747,0.00002230542,0.00009141637,0.000007634333,0.000606203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2456752,"threshold_uncertainty_score":0.4884905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968626559","doi":"10.3390/oceans1010001","title":"MDPI Oceans: A New Publication Channel for Open Access Science Focused on the Ocean","year":2019,"lang":"en","type":"article","venue":"Oceans","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Ocean science; Channel (broadcasting); Open science; Oceanography; Telecommunications; Environmental science; Geology; Computer science","authors":[{"name":"Antonio Bode","is_ca":false},{"name":"Fatima F Abrantes","is_ca":false},{"name":"Agostinho Antunes","is_ca":false},{"name":"Alvise Benetazzo","is_ca":false},{"name":"Chen‐Tung Arthur Chen","is_ca":false},{"name":"Emmanuel Devred","is_ca":true},{"name":"Martin Gade","is_ca":false},{"name":"Eulália Gràcia","is_ca":false},{"name":"Jochen Horstmann","is_ca":false},{"name":"Diego Macías","is_ca":false},{"name":"Joseph Maina","is_ca":false},{"name":"Pere Masqué","is_ca":false},{"name":"N. Meskhidze","is_ca":false},{"name":"Luı́s Somoza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05156220308360009,"gpt":0.2771234493107637,"spread":0.2255612462271636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006472839,0.001184349,0.001697955,0.00633317,0.002267084,0.01474968,0.002077041,0.005191087,0.4953076],"category_scores_gemma":[0.02948829,0.000755986,0.001092846,0.006788508,0.001789962,0.01056305,0.01038774,0.006062672,0.353229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151955,"about_ca_system_score_gemma":0.008858003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130346,"about_ca_topic_score_gemma":0.001569438,"domain_scores_codex":[0.9969759,0.0003341481,0.0002411201,0.0003749137,0.001532854,0.0005409308],"domain_scores_gemma":[0.9661447,0.006177696,0.003006426,0.002997968,0.00605952,0.01561377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006599074,0.00002569259,0.0001632874,0.0002331123,0.000008498308,0.00004587968,0.00003010169,0.00003411027,0.0003790012,0.005637747,0.9523817,0.04099497],"study_design_scores_gemma":[0.00002066662,0.0000146333,0.0002284297,0.00007533855,0.000003613079,0.00002806476,0.00001665165,0.00005466327,0.0001212446,0.001214062,0.998208,0.00001457435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001497291,0.01230655,0.01897191,0.09582092,0.1079956,0.0007980492,0.06497992,0.07125757,0.6263722],"genre_scores_gemma":[0.01249311,0.0152664,0.02339207,0.03559659,0.05960209,0.001186563,0.04735077,0.0225721,0.7825403],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.997923,"threshold_uncertainty_score":0.7198824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415205456","doi":"10.3390/oceans6040067","title":"Interactions Between Tourism Vessels and Humpback Whales in the Gulf of Tribugá, Colombia","year":2025,"lang":"en","type":"article","venue":"Oceans","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"Universidad del Valle","keywords":"Tourism; Ecotourism; Humpback whale; Enforcement; Sustainability","authors":[{"name":"Laura Valentina Girón-Castaño","is_ca":true},{"name":"Ann Carole Vallejo","is_ca":true},{"name":"Isabel Cristina Ávila","is_ca":false},{"name":"Alan Giraldo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01896361054157202,"gpt":0.2745444209726538,"spread":0.2555808104310818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001904578,0.0002148388,0.0001483518,0.0005387831,0.0008655553,0.000683506,0.0002038462,0.0002364826,0.001567022],"category_scores_gemma":[0.0008497779,0.00009047344,0.00009775007,0.0003237197,0.0005228093,0.0002371319,0.0005868325,0.0002410613,0.0001193115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537263,"about_ca_system_score_gemma":0.000835583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3436103,"about_ca_topic_score_gemma":0.6484942,"domain_scores_codex":[0.9998229,0.00005733587,0.000007800872,0.00002780647,0.00002821348,0.00005596198],"domain_scores_gemma":[0.9996347,0.00006913636,0.00009109226,0.00001397345,0.00006379894,0.0001272867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001241438,0.00009161612,0.9633647,0.0001181535,0.000036193,0.0007837064,0.01654492,0.00006689911,0.00187297,0.00009009894,0.0009579952,0.01594857],"study_design_scores_gemma":[0.00000146505,0.00003941618,0.975055,0.00002425386,0.000007610145,0.00007444714,0.02353631,0.00004430709,0.00004919773,0.0000121789,0.001150707,0.000005059423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980501,0.0003005795,0.00002528281,0.00009055382,0.000007946436,0.000009705093,0.00008708085,0.000002072884,0.001426739],"genre_scores_gemma":[0.9988239,0.0003429829,0.00007660914,0.00003795108,0.000003863048,0.000009544882,0.00007968992,0.000001130583,0.0006243056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3436103,"threshold_uncertainty_score":0.6832206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}