{"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":"23a613f311f9","filters":{"venue":"Open Journal of Marine Science"}},"results":[{"id":"W2237616429","doi":"10.4236/ojms.2016.61006","title":"Validating Governance Performance Indicators for Integrated Coastal and Ocean Management in the Southeast Region of Cuba","year":2016,"lang":"en","type":"article","venue":"Open Journal of Marine Science","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental resource management; Sustainability; Coastal management; Environmental planning; Corporate governance; Marine spatial planning; Geography; Integrated coastal zone management; Coastal zone; Business; Environmental science; Ecology","authors":[{"name":"Fajardo José Abelardo Planas","is_ca":false},{"name":"Lucia Fanning","is_ca":true},{"name":"Camilo M. Botero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01223824117391821,"gpt":0.2339653344863667,"spread":0.2217270933124485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006853709,0.0004181323,0.0004062353,0.003324527,0.00127074,0.002747332,0.0006697534,0.0003076304,0.001044439],"category_scores_gemma":[0.009996779,0.0002024861,0.0003346909,0.003345073,0.0009305071,0.001057351,0.002345189,0.0004350637,0.0001458569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01223885,"about_ca_system_score_gemma":0.008849543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2880295,"about_ca_topic_score_gemma":0.3381169,"domain_scores_codex":[0.9974865,0.001061426,0.000306654,0.0002214857,0.0004810769,0.0004428265],"domain_scores_gemma":[0.990846,0.001370768,0.002088612,0.0005757566,0.004489727,0.0006292055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179668,0.0002036847,0.9677439,0.0001249068,0.00006168589,0.00008409796,0.004454863,0.002474157,0.0004601857,0.001955232,0.001277012,0.02104241],"study_design_scores_gemma":[0.00001375408,0.000147169,0.9542722,0.0002119699,0.0000367697,0.00003445179,0.03012339,0.007057029,0.0008300151,0.0005683809,0.006684836,0.00002000333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897608,0.0001160737,0.001040928,0.0002296051,0.00001432728,0.0003307834,0.0007834285,0.0000200517,0.007704053],"genre_scores_gemma":[0.9945526,0.0001009586,0.002531375,0.00003045311,0.000004082364,0.0005744961,0.001400552,0.000006871966,0.0007987971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2880295,"threshold_uncertainty_score":0.572706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889430158","doi":"10.4236/ojms.2018.84022","title":"&amp;lt;em&amp;gt;In Situ&amp;lt;/em&amp;gt; Filtration Rates of Blue Mussels (&amp;lt;em&amp;gt;Mytilus edulis&amp;lt;/em&amp;gt;) Measured by an Open-Top Chamber Method","year":2018,"lang":"en","type":"article","venue":"Open Journal of Marine Science","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Villum Fonden","keywords":"Mytilus; Chemistry; Biology; Fishery","authors":[{"name":"Florian Lüskow","is_ca":true},{"name":"Hans Ulrik Riisgård","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04514722767018124,"gpt":0.3366280097377727,"spread":0.2914807820675915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026916,0.0003090458,0.0002763575,0.0002242311,0.0002236647,0.0003095554,0.0002880929,0.00032503,0.001008588],"category_scores_gemma":[0.000349697,0.0001250113,0.0002020587,0.0001895583,0.000241894,0.0004217819,0.0002551312,0.0003934675,0.0002006405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001746524,"about_ca_system_score_gemma":0.0001736329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388429,"about_ca_topic_score_gemma":0.001831396,"domain_scores_codex":[0.999712,0.00002983682,0.00003480654,0.0001033094,0.00007512809,0.00004495324],"domain_scores_gemma":[0.9996692,0.00009671233,0.0001037873,0.00003810852,0.00005061068,0.00004151675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001086764,0.00003409147,0.002749865,0.00003183963,0.000007004612,0.00002983882,0.00006208426,0.00009914208,0.9946011,0.0000210343,0.00004009654,0.002215125],"study_design_scores_gemma":[0.000006287915,0.000478496,0.06261813,0.000006654981,0.00003391198,0.0001294332,0.00006952448,0.001617717,0.9338447,0.00003112158,0.001147706,0.00001631568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9941399,0.0001187298,0.004575639,0.0000195397,0.00001110479,0.0000135266,0.0002717973,0.00004338662,0.000806339],"genre_scores_gemma":[0.9863941,0.0002310338,0.01041722,0.0000640932,0.00001634903,0.00007105143,0.0004427919,0.00003359136,0.00232976],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001388429,"threshold_uncertainty_score":0.0033741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052832378","doi":"10.4236/ojms.2014.43015","title":"Changes in Ammonium and pH within Intertidal Sediments in Relation to Temperature and the Occurrence of Non-Indigenous Bivalves","year":2014,"lang":"en","type":"article","venue":"Open Journal of Marine Science","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intertidal zone; Mesocosm; Environmental science; Oceanography; Sediment; Ammonium; Microcosm; Nutrient; Seawater; Bioturbation; Water column; Environmental chemistry; Hydrology (agriculture); Ecology; Chemistry; Biology; Geology","authors":[{"name":"Leah Bendell","is_ca":true},{"name":"Kayi Chan","is_ca":true},{"name":"Sophie Crévecoeur","is_ca":true},{"name":"Charlotta Prigent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008994884268799972,"gpt":0.247975803261568,"spread":0.238980918992768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001747005,0.0002234019,0.0003073742,0.0002574241,0.0002229654,0.0004570549,0.0001913893,0.0003067264,0.0006054398],"category_scores_gemma":[0.000361532,0.0001860227,0.000188103,0.0002825708,0.0002405419,0.0002907865,0.0002577274,0.0003637062,0.0001139721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993672,"about_ca_system_score_gemma":0.0001423143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00188643,"about_ca_topic_score_gemma":0.003525006,"domain_scores_codex":[0.9998488,0.00002177775,0.000018376,0.00006262743,0.00002485765,0.000023428],"domain_scores_gemma":[0.9995075,0.00007525103,0.000212117,0.00003133061,0.00009183933,0.00008193943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001394952,0.0002460004,0.8082212,0.0001114904,0.0001369425,0.0002176025,0.0004914422,0.0004272831,0.1838619,0.00006124849,0.00004423945,0.004785648],"study_design_scores_gemma":[0.000002536701,0.000290075,0.9949216,0.000002343446,0.00001656274,0.0000575846,0.0001102997,0.0002203168,0.004289171,0.00001767013,0.00006826761,0.000003490809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994863,0.0001011044,0.00009196455,0.000004363099,0.00000202352,0.000003332141,0.00008188848,0.000001839946,0.0002271294],"genre_scores_gemma":[0.999424,0.00004804552,0.0001630629,0.00001084424,0.000002455097,0.000008808397,0.0001364312,0.000001422584,0.0002048808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00188643,"threshold_uncertainty_score":0.00375092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735631201","doi":"10.4236/ojms.2017.73027","title":"Assessing Marine Protected Areas Effectiveness: A Case Study with the Tobago Cays Marine Park","year":2017,"lang":"en","type":"article","venue":"Open Journal of Marine Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Context (archaeology); Marine protected area; Marine ecosystem; Environmental resource management; Geography; Fishery; Environmental planning; Ecosystem; Environmental science; Ecology; Habitat","authors":[{"name":"Alba García Rodríguez","is_ca":true},{"name":"Lucia Fanning","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0292773696423325,"gpt":0.309005808224433,"spread":0.2797284385821004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003218965,0.0005046271,0.000330164,0.001921476,0.003305312,0.002183487,0.001303724,0.001022548,0.001585973],"category_scores_gemma":[0.006153951,0.0001957309,0.0004247795,0.002538341,0.00172416,0.00107096,0.002185742,0.001304293,0.0001105154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008631136,"about_ca_system_score_gemma":0.004827781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2302647,"about_ca_topic_score_gemma":0.5014869,"domain_scores_codex":[0.997908,0.001177965,0.0000619894,0.0001190343,0.0003802631,0.0003527007],"domain_scores_gemma":[0.9956487,0.002149652,0.0004673572,0.0001852854,0.0007467606,0.000802174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006769166,0.006298738,0.756765,0.0008946507,0.0003831937,0.03086692,0.06874872,0.01907763,0.006314249,0.00860513,0.00407732,0.09729151],"study_design_scores_gemma":[0.0001289361,0.002479523,0.6504129,0.0005038548,0.0001367137,0.002977845,0.3039475,0.01719256,0.002641037,0.0015235,0.01796074,0.00009494031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958754,0.00008999086,0.0002330897,0.0002596154,0.000004204331,0.0001564669,0.0000899013,0.000004400125,0.003286946],"genre_scores_gemma":[0.9965138,0.000247973,0.001869029,0.00009542884,0.000006597274,0.00009091791,0.00009915821,0.000006161005,0.001070876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2302647,"threshold_uncertainty_score":0.4578488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207914054","doi":"10.4236/ojms.2021.114012","title":"The Dietary Importance of Kelp-Derived Detritus to Pelagic and Benthic Consumers along the West Coast of Vancouver Island, Canada","year":2021,"lang":"en","type":"article","venue":"Open Journal of Marine Science","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Kelp; Benthic zone; Detritus; Kelp forest; Oceanography; Plankton; Phytoplankton; Pelagic zone; Environmental science; Invertebrate; Ecology; Trophic level; Zooplankton; Isotope analysis; Fishery; Biology; Geology","authors":[{"name":"Brock Christopher Ramshaw","is_ca":true},{"name":"Evgeny A. Pakhomov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01212709692066307,"gpt":0.2160393291276446,"spread":0.2039122322069815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513593,0.0002367339,0.0001881731,0.0006317623,0.0013655,0.001030383,0.0004072579,0.0001957788,0.001208581],"category_scores_gemma":[0.000394327,0.000230443,0.0001627107,0.001118937,0.0004199959,0.0001530708,0.0004368536,0.0002499352,0.0001401057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006320549,"about_ca_system_score_gemma":0.005450955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768555,"about_ca_topic_score_gemma":0.9948795,"domain_scores_codex":[0.9998796,0.000008763184,0.000006386677,0.00003242606,0.00003804257,0.00003479325],"domain_scores_gemma":[0.9996566,0.00002867778,0.0000440814,0.000007979618,0.000168384,0.00009432928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001339309,0.00001835196,0.9812897,0.00006785503,0.00007791862,0.0001747483,0.001378302,0.0003674402,0.003838271,0.000105477,0.00043559,0.01211236],"study_design_scores_gemma":[0.000001969887,0.00001039673,0.9981781,0.00001492973,0.0000105945,0.000025746,0.001020999,0.00027186,0.00008969446,0.00001425406,0.0003579427,0.000003549403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984054,0.0001603258,0.00005393486,0.00002879018,0.000001642222,0.00000668119,0.0005443595,0.000002941489,0.0007958697],"genre_scores_gemma":[0.9979965,0.0002355759,0.0001820351,0.00001765338,5.904226e-7,0.000004252794,0.0004246762,0.00000283811,0.001135796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02314448,"threshold_uncertainty_score":0.04656154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}