{"meta":{"query_hash":"c3ea0497645d","filters":{"venue":"Marine Policy"},"cohort_total":302,"direct_labels_cover":1,"predictions_cover":302,"exported":302,"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/c3ea0497645d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Marine+Policy"},"results":[{"id":"W1133991730","doi":"10.1016/j.marpol.2015.08.013","title":"Human dignity: A fundamental guiding value for a human rights approach to fisheries?","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":29,"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":"Dignity; Human rights; Environmental ethics; Law and economics; Vulnerability (computing); Political science; Value (mathematics); Scholarship; Corporate governance; Sociology; Law; Business","score_opus":0.06532360078876678,"score_gpt":0.3191764328185611,"score_spread":0.25385283202979436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1133991730","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":[0.018376786,0.020651683,0.044227477,0.6721434,0.0027204896,0.000081251506,0.000098958495,0.000048684255,0.24165124],"genre_scores_gemma":[0.86771584,0.014575639,0.017039597,0.07568223,0.0031603815,0.00025339497,0.000076761644,0.000062516505,0.021433698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409205,0.0029396454,0.0002888841,0.0009226051,0.0011237427,0.00063296134],"domain_scores_gemma":[0.9931532,0.0040105185,0.0006408485,0.00066278654,0.0007675468,0.0007650242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012086013,0.00077377266,0.001065498,0.0015011651,0.005859961,0.012079906,0.0028955857,0.010897711,0.004158297],"category_scores_gemma":[0.013388439,0.0003339126,0.000621801,0.0010546388,0.10207228,0.017140064,0.009479733,0.011058625,0.00086861436],"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":[0.0000043739174,0.0000063854845,0.00016090882,0.00003645788,0.0000034842553,0.00005093509,0.0019000537,0.00008187252,0.00007932958,0.9910149,0.0017155317,0.004945745],"study_design_scores_gemma":[0.0000051046036,0.000016011425,0.00024234974,0.00034321006,0.0000040941295,0.00007937135,0.0024585952,0.00012526597,0.00009396027,0.9632509,0.03336251,0.000018710438],"about_ca_topic_score_codex":0.00738585,"about_ca_topic_score_gemma":0.008004815,"teacher_disagreement_score":0.012086013,"about_ca_system_score_codex":0.006875239,"about_ca_system_score_gemma":0.010625949,"threshold_uncertainty_score":0.063917756},"labels":[],"label_agreement":null},{"id":"W1177336463","doi":"10.1016/j.marpol.2015.07.008","title":"Review of shark legislation in Canada as a conservation tool","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fishery; Threatened species; Overfishing; Tuna; Legislation; Exportation; Business; Legislature; Fisheries management; Geography; Fishing; Fish <Actinopterygii>; Ecology; Political science; Biology; Law; Habitat","score_opus":0.01670780103335159,"score_gpt":0.25869675784258284,"score_spread":0.24198895680923124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1177336463","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":[0.0022737577,0.9416685,0.0001832052,0.032133512,0.0038349852,0.000047147914,0.00086347386,0.000029541327,0.018965866],"genre_scores_gemma":[0.02403924,0.9511237,0.0005978925,0.01484891,0.0010860686,0.000033757628,0.000658661,0.000028073173,0.0075836624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99419373,0.00047995502,0.00046646196,0.0003306758,0.0038051575,0.0007240566],"domain_scores_gemma":[0.9709174,0.0043311124,0.0021854255,0.00031518406,0.020657606,0.0015932982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062053045,0.0008028727,0.0012908329,0.01015431,0.0028045748,0.0055606887,0.0026753678,0.003135344,0.004282686],"category_scores_gemma":[0.015735041,0.0005511627,0.00071623304,0.020290634,0.0026027756,0.0012921779,0.0012204179,0.0026481205,0.00045770057],"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":[0.00016451719,0.000055050783,0.0030763247,0.023714848,0.00025584016,0.00038243842,0.0011789227,0.0013193766,0.00071296364,0.02048942,0.52363926,0.42501095],"study_design_scores_gemma":[0.00001099901,0.000018319108,0.010129657,0.014934251,0.00020312022,0.00009076841,0.0005367439,0.00008355082,0.00016586206,0.0006659433,0.97313,0.000030722855],"about_ca_topic_score_codex":0.9355302,"about_ca_topic_score_gemma":0.9759235,"teacher_disagreement_score":0.06938191,"about_ca_system_score_codex":0.06938191,"about_ca_system_score_gemma":0.24098304,"threshold_uncertainty_score":0.5034033},"labels":[],"label_agreement":null},{"id":"W1964143957","doi":"10.1016/j.marpol.2006.04.004","title":"Potential economic benefits from sablefish farming in British Columbia","year":2006,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Pew Charitable Trusts","keywords":"Fishery; Hatchery; Production (economics); Agriculture; Aquaculture; Business; Agricultural economics; Fish <Actinopterygii>; Agricultural science; Geography; Economics; Environmental science; Biology","score_opus":0.004916849657858008,"score_gpt":0.20258923153877018,"score_spread":0.19767238188091216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964143957","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":[0.9723456,0.00044621673,0.00004522714,0.005536008,0.000023984405,0.000015923879,0.00093611085,0.000009226323,0.020641739],"genre_scores_gemma":[0.9861334,0.0005363562,0.00007825478,0.00049810996,0.0000074064023,0.000011159416,0.00023161416,0.0000034959155,0.012500178],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991684,0.00012765512,0.00003696545,0.00004581773,0.00015588957,0.0004653577],"domain_scores_gemma":[0.99773836,0.0004742296,0.00019094658,0.00005860122,0.00070438755,0.0008335918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007447908,0.00022030095,0.00023171626,0.0012342093,0.0022138183,0.0024843318,0.0008687749,0.0015615395,0.0061077597],"category_scores_gemma":[0.004321962,0.0002357091,0.00025059428,0.0018771333,0.001206357,0.00072484097,0.0012402779,0.0009887927,0.00027688185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030650722,0.0005098837,0.7985193,0.0005695583,0.00026652994,0.0058809356,0.0043711076,0.014730469,0.0048983456,0.024961472,0.027474858,0.11475257],"study_design_scores_gemma":[0.00014814446,0.00013324924,0.94554496,0.00020557233,0.00011405284,0.00029000384,0.012486133,0.006598776,0.0008257391,0.0031426062,0.030446637,0.00006420081],"about_ca_topic_score_codex":0.9468798,"about_ca_topic_score_gemma":0.9871049,"teacher_disagreement_score":0.053120196,"about_ca_system_score_codex":0.030148415,"about_ca_system_score_gemma":0.0268649,"threshold_uncertainty_score":0.21874309},"labels":[],"label_agreement":null},{"id":"W1965619046","doi":"10.1016/j.marpol.2013.06.012","title":"Subsidies to tuna fisheries in the Western Central Pacific Ocean","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":30,"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 British Columbia","funders":"","keywords":"Tuna; Subsidy; Fishery; Fishing; Business; Fisheries law; Fisheries management; Marine conservation; Resource (disambiguation); Natural resource economics; Economics; Fish <Actinopterygii>; Biology","score_opus":0.014012171610289734,"score_gpt":0.24396768650290315,"score_spread":0.22995551489261343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965619046","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":[0.973826,0.0010242795,0.00013966381,0.00577816,0.00006640446,0.000013065206,0.00021582,0.000016433562,0.018920237],"genre_scores_gemma":[0.99427336,0.0005874814,0.00013253454,0.0008777196,0.00002671116,0.000011635382,0.000054553944,0.0000055450546,0.0040304833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992924,0.00013453681,0.000037845748,0.000058083715,0.00012490737,0.0003521338],"domain_scores_gemma":[0.9981008,0.0004777387,0.0004994441,0.00006987576,0.00031196402,0.0005400986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012276875,0.00023218931,0.0002506619,0.0009991052,0.0015369457,0.0019228077,0.00046959025,0.0013782503,0.002467085],"category_scores_gemma":[0.004923676,0.00024681247,0.00032702016,0.0010860809,0.0018500588,0.00085736543,0.0016342516,0.0010451672,0.00009153789],"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":[0.00184041,0.00042744217,0.70666564,0.00067313464,0.0003341745,0.002345679,0.0053047123,0.014528086,0.008179233,0.14005588,0.013945127,0.10570045],"study_design_scores_gemma":[0.00020379605,0.00014883572,0.9331249,0.00033844545,0.00020938559,0.00022467093,0.004669648,0.0047396617,0.0012442268,0.0122882435,0.042771444,0.00003671614],"about_ca_topic_score_codex":0.31608674,"about_ca_topic_score_gemma":0.5032607,"teacher_disagreement_score":0.31608674,"about_ca_system_score_codex":0.0061023673,"about_ca_system_score_gemma":0.0099464385,"threshold_uncertainty_score":0.6284938},"labels":[],"label_agreement":null},{"id":"W1969487339","doi":"10.1016/j.marpol.2015.03.025","title":"Neoliberalism and the politics of enclosure in North American small-scale fisheries","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University; Memorial University of Newfoundland; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Politics; Neoliberalism (international relations); Deregulation; Political science; Scale (ratio); Commons; Fishery; Political economy; Sociology; Geography; Economics; Law; Market economy; Biology","score_opus":0.009865944162856742,"score_gpt":0.20561063607808786,"score_spread":0.1957446919152311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969487339","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":[0.18328132,0.048960827,0.004100872,0.18296134,0.0005998888,0.000015515478,0.000039527244,0.000022725835,0.5800181],"genre_scores_gemma":[0.9586506,0.011247886,0.0006737008,0.008693247,0.00028342693,0.000024606,0.000012335303,0.000012793213,0.020401442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99890757,0.00047748236,0.000031155003,0.00016759642,0.00019046645,0.00022570872],"domain_scores_gemma":[0.9989015,0.0006161443,0.00019102228,0.00007582488,0.00009553187,0.00012007868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018216522,0.00013314169,0.00018978074,0.0005055975,0.005782414,0.004514357,0.0005403352,0.0020662132,0.0026833913],"category_scores_gemma":[0.0019574817,0.0001868278,0.00018745984,0.0013033784,0.024356732,0.003666606,0.0031197115,0.0029985984,0.000118310476],"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":[0.000010151945,0.000013764128,0.0015477095,0.00004912797,0.0000071147956,0.000091364374,0.007858747,0.000494311,0.00018167602,0.9720747,0.0046760896,0.012995333],"study_design_scores_gemma":[0.0000162129,0.000036506863,0.03445509,0.0008553128,0.00001709413,0.00011929207,0.020999653,0.000831782,0.0004347752,0.46848503,0.4737045,0.00004481313],"about_ca_topic_score_codex":0.043184616,"about_ca_topic_score_gemma":0.09919746,"teacher_disagreement_score":0.043184616,"about_ca_system_score_codex":0.011690442,"about_ca_system_score_gemma":0.006122067,"threshold_uncertainty_score":0.08586651},"labels":[],"label_agreement":null},{"id":"W1969957874","doi":"10.1016/j.marpol.2004.02.002","title":"Marine ecosystem-based management as a hierarchical control system","year":2004,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Ecosystem; Ecosystem management; Environmental resource management; Control (management); Ecosystem-based management; Ecosystem approach; Ecosystem services; Total human ecosystem; Action (physics); Focus (optics); Hierarchical control system; Marine ecosystem; Computer science; Business; Ecosystem health; Ecology; Environmental science","score_opus":0.0030943170066944606,"score_gpt":0.20081449412442307,"score_spread":0.1977201771177286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969957874","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":[0.2150983,0.00037398867,0.7088445,0.0032151637,0.0002969177,0.00033317957,0.0002961959,0.0014088283,0.07013298],"genre_scores_gemma":[0.96448463,0.000119997465,0.026008291,0.00019382285,0.0000763352,0.00012237027,0.00006358762,0.000020953581,0.008910047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99876034,0.00043479985,0.00008019969,0.00021475919,0.00029542262,0.00021446917],"domain_scores_gemma":[0.99822,0.00069951947,0.00026496407,0.00019977205,0.00035898047,0.00025663912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018412075,0.00042143767,0.00040223764,0.00065257144,0.0008330819,0.0029342864,0.0013138953,0.0009857124,0.006257208],"category_scores_gemma":[0.0030213413,0.00031420274,0.00046528777,0.0007664319,0.0013573122,0.0019048396,0.0012437885,0.00080227276,0.00045617652],"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":[0.00016316645,0.00030816285,0.00466984,0.00008823222,0.00017613887,0.0002008065,0.0004471577,0.6426738,0.0071865,0.28695232,0.004406324,0.05272749],"study_design_scores_gemma":[0.00006453018,0.0001052253,0.00153845,0.0000138415335,0.000057907397,0.000018705925,0.00006999896,0.913416,0.00064452196,0.08031373,0.003731374,0.000025742807],"about_ca_topic_score_codex":0.018181885,"about_ca_topic_score_gemma":0.018029593,"teacher_disagreement_score":0.018181885,"about_ca_system_score_codex":0.002334354,"about_ca_system_score_gemma":0.0025455107,"threshold_uncertainty_score":0.036152124},"labels":[],"label_agreement":null},{"id":"W1972439098","doi":"10.1016/j.marpol.2011.06.010","title":"Species at risk in Canada: Lessons learned from the listing of three species of wolffish","year":2011,"lang":"en","type":"article","venue":"Marine Policy","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Division of Social and Economic Sciences; Social Sciences and Humanities Research Council of Canada","keywords":"Listing (finance); Endangered species; Fishery; Stakeholder; Wildlife; Geography; Business; Environmental resource management; Ecology; Political science; Biology; Environmental science; Public relations; Finance","score_opus":0.10137233414561878,"score_gpt":0.2746614227523918,"score_spread":0.17328908860677303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972439098","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":[0.8835496,0.008698107,0.0062565147,0.047815435,0.00016907642,0.00007880801,0.0018211576,0.00009626144,0.051515102],"genre_scores_gemma":[0.9834315,0.0032523072,0.0049050124,0.0023379102,0.000029622988,0.000018959343,0.00045010683,0.000028581351,0.0055458923],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984611,0.00022965224,0.00006615542,0.00014965421,0.00064285815,0.0004505421],"domain_scores_gemma":[0.9936395,0.0009960311,0.00057732814,0.00017390717,0.003551174,0.0010619804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025629702,0.00032536636,0.00031554638,0.0019444689,0.0033196155,0.0025368277,0.0013674189,0.0011353911,0.0019761992],"category_scores_gemma":[0.006334634,0.00018939155,0.0003138653,0.0033168949,0.0025264001,0.0012933009,0.0012010788,0.0017803091,0.00013990022],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026324898,0.00010253972,0.67452866,0.000376332,0.00014086672,0.001505317,0.013836614,0.005765063,0.0027351317,0.025329385,0.027102906,0.24831387],"study_design_scores_gemma":[0.000018031742,0.00011116002,0.8779498,0.0006648936,0.00012369083,0.00045106918,0.03477672,0.005319988,0.0015116768,0.007858751,0.07108256,0.00013157369],"about_ca_topic_score_codex":0.9889098,"about_ca_topic_score_gemma":0.99704796,"teacher_disagreement_score":0.029829443,"about_ca_system_score_codex":0.029829443,"about_ca_system_score_gemma":0.05213018,"threshold_uncertainty_score":0.21642876},"labels":[],"label_agreement":null},{"id":"W1973972843","doi":"10.1016/j.marpol.2011.11.004","title":"Shipping casualties and loss of life in UK merchant shipping, UK second register and foreign flags used by UK shipping companies","year":2011,"lang":"en","type":"article","venue":"Marine Policy","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crew; FLAGS register; Quarter (Canadian coin); Business; Geography; Archaeology","score_opus":0.030604863271940185,"score_gpt":0.23825364797598494,"score_spread":0.20764878470404477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973972843","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":[0.99455476,0.0010777734,0.000030023195,0.00063733064,0.00004527629,0.0000058092983,0.0019750597,0.000004824057,0.0016690922],"genre_scores_gemma":[0.99593854,0.0008922223,0.000021179629,0.000089494664,0.000036714144,0.000009512182,0.001392202,0.0000044657254,0.0016155973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912244,0.00016331834,0.00017232573,0.00008352088,0.00017003521,0.00028824416],"domain_scores_gemma":[0.9927644,0.0010141871,0.0038499725,0.00013545158,0.0007233215,0.0015126915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007536687,0.00027150617,0.00024863725,0.0028834627,0.00087439606,0.0016170909,0.00066473486,0.0013954311,0.009836448],"category_scores_gemma":[0.0063200905,0.00037969102,0.00096310535,0.0027679408,0.0008825231,0.0016352992,0.002207816,0.002058865,0.001319717],"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":[0.00042520894,0.000086372886,0.989817,0.000066354616,0.00006473492,0.00039636836,0.0026770628,0.0002930664,0.00006395396,0.00012853062,0.0022724343,0.0037089314],"study_design_scores_gemma":[0.0000038191106,0.00010966821,0.993764,0.00007243478,0.000011886145,0.00028065554,0.0049713403,0.00013910879,0.000014867733,0.00003275423,0.00058588386,0.000013652223],"about_ca_topic_score_codex":0.13295408,"about_ca_topic_score_gemma":0.14600149,"teacher_disagreement_score":0.13295408,"about_ca_system_score_codex":0.0019263587,"about_ca_system_score_gemma":0.00089712266,"threshold_uncertainty_score":0.26436037},"labels":[],"label_agreement":null},{"id":"W1978354628","doi":"10.1016/j.marpol.2014.03.019","title":"Estimates of illegal and unreported fish in seafood imports to the USA","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":210,"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":"Världsnaturfonden WWF; World Wildlife Fund","keywords":"Fishing; Fishery; Business; Pollock; Shrimp; China; International trade; Tuna; Fish <Actinopterygii>; Geography; Biology","score_opus":0.013317223090171687,"score_gpt":0.28943008990416436,"score_spread":0.27611286681399266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978354628","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":[0.93348086,0.0029314926,0.015061369,0.0011946643,0.0000618293,0.00005300194,0.012350734,0.00012982015,0.034736257],"genre_scores_gemma":[0.97001016,0.0035201982,0.0051333713,0.00036053717,0.00004185219,0.000060825103,0.015929753,0.000029979146,0.004913264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987953,0.00022522386,0.00012139817,0.00014152403,0.0006677339,0.00004875762],"domain_scores_gemma":[0.99511886,0.0011356188,0.0019043528,0.00032650286,0.0014368201,0.00007789151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013813785,0.0002972276,0.0001498887,0.0019047455,0.00027742752,0.0007351586,0.00039613104,0.00033796637,0.0018409806],"category_scores_gemma":[0.0044993707,0.0002496525,0.0005822626,0.0018675347,0.00037775838,0.00068558316,0.0008505601,0.0004849094,0.00041387102],"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":[0.00026613852,0.00015080784,0.8734411,0.0003655303,0.0007010147,0.0006522655,0.0010638344,0.02069344,0.0023653903,0.007601026,0.015936749,0.076762706],"study_design_scores_gemma":[0.000016562639,0.00014212413,0.9211684,0.00043063052,0.00029847102,0.00067449955,0.0012317011,0.021374388,0.0035191784,0.0037917865,0.04726863,0.0000837079],"about_ca_topic_score_codex":0.038953546,"about_ca_topic_score_gemma":0.051878393,"teacher_disagreement_score":0.038953546,"about_ca_system_score_codex":0.0011020236,"about_ca_system_score_gemma":0.00068536197,"threshold_uncertainty_score":0.07745361},"labels":[],"label_agreement":null},{"id":"W1978587781","doi":"10.1016/j.marpol.2013.09.022","title":"Valuing seafood: The Peruvian fisheries sector","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":101,"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":"Fishery; Fisheries management; Marine fisheries; Value (mathematics); Business; Value chain; Fisheries law; Ecosystem; Marine ecosystem; Fish <Actinopterygii>; Geography; Ecology; Fishing; Supply chain; Computer science; Biology; Marketing","score_opus":0.014957899877369197,"score_gpt":0.2348622085226184,"score_spread":0.2199043086452492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978587781","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":[0.9742293,0.0013909447,0.0026963511,0.0015670194,0.0000064297337,0.00003493914,0.00020761187,0.00001550588,0.019851854],"genre_scores_gemma":[0.9959928,0.0012524176,0.0013737705,0.000071207534,0.000008649988,0.00002710844,0.00018916503,0.000005232706,0.0010795932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995154,0.0002936884,0.000014490412,0.00003810026,0.000067076755,0.00007123702],"domain_scores_gemma":[0.9988412,0.0005251601,0.00023332439,0.000070439215,0.00024402891,0.000085845226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015700466,0.0003497092,0.00018831097,0.0016974725,0.00073230965,0.002446549,0.00036780248,0.0005533949,0.003766446],"category_scores_gemma":[0.0053218487,0.00021528763,0.00035806658,0.0036528097,0.00059525983,0.0036353043,0.0021297915,0.00040263528,0.00024059492],"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":[0.0002914628,0.00017033123,0.77685827,0.00056730857,0.0003078496,0.0022541808,0.012033104,0.01946596,0.0028616542,0.03980479,0.0032394365,0.14214562],"study_design_scores_gemma":[0.000034983,0.00048811408,0.8132133,0.00094242074,0.00028589935,0.0009509253,0.04320374,0.06513661,0.0015639339,0.03640341,0.037697434,0.000079218335],"about_ca_topic_score_codex":0.020127488,"about_ca_topic_score_gemma":0.024437152,"teacher_disagreement_score":0.020127488,"about_ca_system_score_codex":0.0019290383,"about_ca_system_score_gemma":0.0012537135,"threshold_uncertainty_score":0.040020645},"labels":[],"label_agreement":null},{"id":"W1978897527","doi":"10.1016/j.marpol.2007.01.002","title":"An historical account of Brazilian public policy on fisheries subsidies","year":2007,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":89,"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 British Columbia","funders":"","keywords":"Overexploitation; Subsidy; Fisheries management; Fishery; Sustainability; Fisheries law; Work (physics); Public policy; Business; Exclusive economic zone; Natural resource economics; Environmental planning; Economics; Geography; Fishing; Economic growth; Ecology; Biology","score_opus":0.023264471490995187,"score_gpt":0.29112469841753585,"score_spread":0.26786022692654066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978897527","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":[0.0661835,0.11292063,0.0058890213,0.10420601,0.0023571781,0.000105956584,0.0033964054,0.0002319108,0.7047094],"genre_scores_gemma":[0.79544926,0.10320035,0.005194737,0.017475074,0.0016620447,0.00024242584,0.0014638726,0.00024313368,0.07506908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977512,0.00043190588,0.00012358472,0.00021805419,0.00093175727,0.0005435172],"domain_scores_gemma":[0.9937975,0.002261484,0.00095050765,0.00043797656,0.0022433426,0.00030918323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004077503,0.00050384965,0.0004094892,0.0060108276,0.0036003839,0.0044893436,0.00079660275,0.0023375745,0.005157727],"category_scores_gemma":[0.014255958,0.00049463904,0.00043369373,0.012887838,0.0027455662,0.0023843583,0.0014456703,0.0026158616,0.000520327],"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":[0.000046097182,0.00003398533,0.005104615,0.000780259,0.00003789833,0.00026002282,0.004516456,0.0012006994,0.0008157233,0.8311568,0.069117464,0.08693006],"study_design_scores_gemma":[0.0000033418821,0.00001538699,0.014962075,0.0007120275,0.000023437933,0.00011502148,0.0009594096,0.00030629832,0.00024803542,0.01951881,0.9631124,0.000023726067],"about_ca_topic_score_codex":0.19226953,"about_ca_topic_score_gemma":0.29432553,"teacher_disagreement_score":0.19226953,"about_ca_system_score_codex":0.020414898,"about_ca_system_score_gemma":0.014384905,"threshold_uncertainty_score":0.3823008},"labels":[],"label_agreement":null},{"id":"W1979427548","doi":"10.1016/j.marpol.2009.10.004","title":"Subsidies to high seas bottom trawl fleets and the sustainability of deep-sea demersal fish stocks","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Demersal zone; Subsidy; Demersal fish; Fishery; Fish stock; Fishing; Bottom trawling; Sustainability; Business; Profit (economics); Exclusive economic zone; Economics; Trawling; Ecology; Biology","score_opus":0.005726964062870389,"score_gpt":0.2562423757562392,"score_spread":0.25051541169336883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979427548","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":[0.9712323,0.0008702055,0.0005362909,0.006938475,0.00006371233,0.000009272517,0.00032346352,0.00002175888,0.020004522],"genre_scores_gemma":[0.99581736,0.00027396376,0.000081815306,0.00059477845,0.000022187203,0.0000032744604,0.000048858066,0.0000033337583,0.0031543532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943155,0.00016379445,0.000027621869,0.00003968652,0.00007048724,0.0002667777],"domain_scores_gemma":[0.99632436,0.0014979444,0.001108822,0.00013868402,0.00041214828,0.0005180431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016341638,0.00021739202,0.00020608363,0.0006545194,0.00064317783,0.0016182399,0.00036618736,0.0017264517,0.0039005452],"category_scores_gemma":[0.007268411,0.0002151239,0.00036296132,0.00060618116,0.0017108391,0.00086463173,0.0009552548,0.001001357,0.00014284914],"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":[0.0024740524,0.0004926946,0.6009988,0.000342449,0.0003867643,0.000980488,0.001924448,0.041448243,0.007233869,0.25969067,0.01175514,0.07227236],"study_design_scores_gemma":[0.0003344349,0.00047270526,0.8585762,0.000223393,0.00030377627,0.00024840786,0.0035270622,0.013493636,0.0026694871,0.080597684,0.03947567,0.00007759895],"about_ca_topic_score_codex":0.056037523,"about_ca_topic_score_gemma":0.13072501,"teacher_disagreement_score":0.056037523,"about_ca_system_score_codex":0.0033000298,"about_ca_system_score_gemma":0.00291463,"threshold_uncertainty_score":0.11142266},"labels":[],"label_agreement":null},{"id":"W1981044872","doi":"10.1016/j.marpol.2005.11.001","title":"Global scope and economics of illegal fishing","year":2005,"lang":"en","type":"article","venue":"Marine Policy","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":271,"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 British Columbia","funders":"Pew Charitable Trusts","keywords":"Fishing; Scope (computer science); Business; Cost–benefit analysis; Key (lock); Economics; Fishery; Political science; Computer science; Computer security; Law","score_opus":0.018345201134741782,"score_gpt":0.22442066523398813,"score_spread":0.20607546409924635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981044872","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":[0.8464547,0.0054424107,0.007562884,0.014107361,0.00005178686,0.000022041824,0.00045450774,0.00002582402,0.1258785],"genre_scores_gemma":[0.996756,0.0010421517,0.00016466889,0.00015379922,0.000055709235,0.0000046262717,0.000039125796,0.0000047807057,0.0017791197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995653,0.00017430796,0.000014346587,0.000053622036,0.00008877498,0.00010363307],"domain_scores_gemma":[0.9933161,0.00458186,0.0009597809,0.00020091153,0.00043857214,0.0005028547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013352475,0.0001503859,0.00032178024,0.0017438701,0.0005680995,0.0027317605,0.0003454899,0.0013969896,0.005013875],"category_scores_gemma":[0.007325271,0.0002462427,0.0003305691,0.0013145924,0.003240499,0.0029122143,0.0014165585,0.0014324712,0.00014248537],"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":[0.00014498614,0.00010485873,0.077438004,0.00010604896,0.00013790981,0.00050971116,0.0006273639,0.048348933,0.00053949194,0.850009,0.0032138757,0.01881989],"study_design_scores_gemma":[0.000037810227,0.000059539445,0.11827165,0.00014817016,0.0000919235,0.0002470493,0.0018985379,0.026757313,0.00021411391,0.84541494,0.0068277204,0.000031213094],"about_ca_topic_score_codex":0.009472366,"about_ca_topic_score_gemma":0.015209475,"teacher_disagreement_score":0.009472366,"about_ca_system_score_codex":0.0018800102,"about_ca_system_score_gemma":0.0008131395,"threshold_uncertainty_score":0.018834472},"labels":[],"label_agreement":null},{"id":"W1981600759","doi":"10.1016/j.marpol.2009.08.005","title":"Fuel use and greenhouse gas emission implications of fisheries management: the case of the new england atlantic herring fishery","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Marine Fisheries Service; Pew Charitable Trusts","keywords":"Trawling; Herring; Fishery; Greenhouse gas; Environmental science; Fishing; Clupea; Fisheries management; Oceanography; Fish <Actinopterygii>; Biology","score_opus":0.01775558020708058,"score_gpt":0.2537139618105239,"score_spread":0.23595838160344335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981600759","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":[0.94919705,0.00060770795,0.0002640813,0.010312548,0.000029233013,0.000018321505,0.000074982025,0.0000035756268,0.03949245],"genre_scores_gemma":[0.9936068,0.0003961802,0.00010879589,0.00043537474,0.000011408276,0.0000063953016,0.000011814486,0.0000021338549,0.005421166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930024,0.00023529318,0.000016556545,0.000043307195,0.00007116608,0.00033341593],"domain_scores_gemma":[0.9987081,0.00076666253,0.00013449596,0.00003687208,0.00017838173,0.00017548307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015572708,0.00028129396,0.00035264346,0.0005232518,0.0028706342,0.0035977142,0.0008225964,0.0035101206,0.004984057],"category_scores_gemma":[0.0032685848,0.0002962024,0.0006466096,0.0006533817,0.0025334766,0.0017908734,0.0015237356,0.0019333848,0.00014632172],"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":[0.0019359757,0.0011116356,0.40489534,0.00042789572,0.0008039508,0.049972188,0.026121296,0.1038283,0.011289275,0.3250712,0.022377001,0.052165974],"study_design_scores_gemma":[0.00042617935,0.0006631979,0.4568897,0.00054239674,0.0011443339,0.0029666168,0.22857243,0.08890348,0.0053835525,0.11793991,0.09611976,0.00044845336],"about_ca_topic_score_codex":0.49970382,"about_ca_topic_score_gemma":0.7301884,"teacher_disagreement_score":0.49970382,"about_ca_system_score_codex":0.010259006,"about_ca_system_score_gemma":0.0041220714,"threshold_uncertainty_score":0.9935905},"labels":[],"label_agreement":null},{"id":"W1983503663","doi":"10.1016/s0308-597x(99)00029-9","title":"Costs of fisheries management: the cases of Iceland, Norway and Newfoundland","year":2000,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fisheries management; Business; Variable cost; Cost–benefit analysis; Government (linguistics); Natural resource economics; Total cost; Goods and services; Economics; Fishery; Public economics; Environmental resource management; Fishing; Economy; Microeconomics; Ecology","score_opus":0.01053248655935786,"score_gpt":0.24496014913011718,"score_spread":0.2344276625707593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983503663","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":[0.9692193,0.0014168007,0.00010058207,0.0043981657,0.000031910044,0.00001781286,0.00071028236,0.00000622432,0.02409888],"genre_scores_gemma":[0.9954775,0.00056276773,0.00008363882,0.00030010284,0.00001148949,0.000014200013,0.00018567694,0.0000036076997,0.0033610838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769443,0.0003916088,0.00006567432,0.000073536736,0.00020594445,0.0015687374],"domain_scores_gemma":[0.995824,0.0014948344,0.00090027275,0.00012497148,0.0005222936,0.0011335389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016553829,0.00026996518,0.00046201528,0.0015073604,0.0027476065,0.0037802586,0.0013988548,0.0021605643,0.0041268677],"category_scores_gemma":[0.0071554305,0.000394507,0.000723668,0.0024326895,0.0026089414,0.0015445374,0.00212393,0.0021191824,0.00012164125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025961767,0.0007274966,0.71556216,0.00032936575,0.0008019255,0.011944446,0.008784079,0.04992478,0.00072477997,0.10756014,0.05678968,0.044255007],"study_design_scores_gemma":[0.00013571343,0.00015649328,0.8761066,0.00042281038,0.00044082254,0.0017204768,0.06568663,0.011551456,0.0005097169,0.005903953,0.037212633,0.00015267142],"about_ca_topic_score_codex":0.9238182,"about_ca_topic_score_gemma":0.96353453,"teacher_disagreement_score":0.07618183,"about_ca_system_score_codex":0.034408282,"about_ca_system_score_gemma":0.008882981,"threshold_uncertainty_score":0.24965078},"labels":[],"label_agreement":null},{"id":"W1985192029","doi":"10.1016/j.marpol.2012.10.009","title":"Mariculture: A global analysis of production trends since 1950","year":2012,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Mariculture; Aquaculture; Fishery; Agriculture; Context (archaeology); Production (economics); Geography; Natural resource economics; Business; Environmental resource management; Environmental science; Fish <Actinopterygii>; Biology; Economics","score_opus":0.009888375421688059,"score_gpt":0.2758889963623014,"score_spread":0.26600062094061333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985192029","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":[0.9396596,0.005577493,0.0005619346,0.0010698971,0.0000419958,0.000023513472,0.043660857,0.00006166422,0.009343034],"genre_scores_gemma":[0.9608888,0.004755494,0.0015126121,0.00017288607,0.000059800837,0.000032681834,0.028194852,0.000038460494,0.004344405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99981207,0.000025816538,0.000024822764,0.00004880721,0.00004783367,0.000040771276],"domain_scores_gemma":[0.99932027,0.000100763245,0.00029120964,0.00003329223,0.00018017222,0.00007432722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041875936,0.00031774078,0.00016423524,0.004305708,0.00019551915,0.0007091873,0.00018712785,0.00021251015,0.0017938594],"category_scores_gemma":[0.0010351549,0.00013124713,0.00046717725,0.010451979,0.00020475373,0.0008995445,0.00050266937,0.00025047318,0.00029888682],"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":[0.00011630001,0.000034290042,0.94743526,0.00024572274,0.00018807975,0.000103844424,0.0006801807,0.0011220676,0.0007320572,0.0012416018,0.006023961,0.042076647],"study_design_scores_gemma":[0.000001458295,0.000020141473,0.9911543,0.000030370082,0.00002319835,0.000037329733,0.00032896549,0.0003066357,0.000103703795,0.00006383262,0.0079259,0.0000041221006],"about_ca_topic_score_codex":0.060395066,"about_ca_topic_score_gemma":0.10305927,"teacher_disagreement_score":0.060395066,"about_ca_system_score_codex":0.0010183495,"about_ca_system_score_gemma":0.0011961055,"threshold_uncertainty_score":0.12008703},"labels":[],"label_agreement":null},{"id":"W1985209693","doi":"10.1016/j.marpol.2007.09.010","title":"The migrant anchovy fishery in Kabui Bay, Raja Ampat, Indonesia: Catch, profitability, and income distribution","year":2008,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":21,"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 British Columbia","funders":"David and Lucile Packard Foundation","keywords":"Raja; Anchovy; Fishery; Bay; Profitability index; Geography; Economics; Fish <Actinopterygii>; Biology; Finance; Archaeology","score_opus":0.01152480292558249,"score_gpt":0.2449833351370895,"score_spread":0.233458532211507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985209693","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":[0.99955183,0.000021013651,0.00000816751,0.00002972307,8.517715e-7,9.1471463e-7,0.000059785194,4.26185e-7,0.00032728683],"genre_scores_gemma":[0.99950874,0.00003290213,0.000017557477,0.0000062805293,0.0000010859976,0.0000012566054,0.00007254671,6.1938493e-7,0.0003589544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998884,0.000021318105,0.000009126491,0.000020558238,0.000020140811,0.000040357005],"domain_scores_gemma":[0.9996008,0.00008156106,0.00012758242,0.000014171187,0.00007328538,0.00010258274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033483008,0.00014859968,0.00016487433,0.0005531555,0.0005012187,0.0005469861,0.00028779832,0.00020143297,0.001123412],"category_scores_gemma":[0.0008050657,0.00012901684,0.00022400825,0.0007412671,0.00042518383,0.0005218521,0.00055977335,0.0003817469,0.00019667558],"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":[0.00023499742,0.000059767135,0.9931572,0.000009720375,0.000041289044,0.00047893365,0.00054480316,0.00037057474,0.00062013115,0.00017979668,0.00022675713,0.004076009],"study_design_scores_gemma":[0.000002883476,0.000035323446,0.9975993,0.0000036110991,0.000011216601,0.00014234752,0.0014126988,0.0005488857,0.000072232324,0.000050154395,0.000118140415,0.0000032728642],"about_ca_topic_score_codex":0.053530518,"about_ca_topic_score_gemma":0.111368895,"teacher_disagreement_score":0.053530518,"about_ca_system_score_codex":0.00087952544,"about_ca_system_score_gemma":0.0005093213,"threshold_uncertainty_score":0.10643786},"labels":[],"label_agreement":null},{"id":"W1987105004","doi":"10.1016/j.marpol.2012.05.031","title":"Spatiotemporal modelling for policy analysis: Application to sustainable management of whale-watching activities","year":2012,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Fisheries and Oceans Canada; University of Calgary; École de Technologie Supérieure; Parks Canada; Université de Montréal","funders":"","keywords":"Whale; Tourism; Sustainability; Context (archaeology); Enforcement; Environmental resource management; Marine conservation; Business; Environmental planning; Fishery; Geography; Ecology; Environmental science","score_opus":0.01698860584989481,"score_gpt":0.2839770388857597,"score_spread":0.2669884330358649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987105004","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":[0.018334588,0.0024475234,0.96046805,0.0060880007,0.0002906531,0.0001740495,0.00214312,0.000679633,0.0093743615],"genre_scores_gemma":[0.50659287,0.009514909,0.47221637,0.0006926683,0.00062677293,0.0011426215,0.00215656,0.00067880144,0.0063784127],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99767464,0.001624555,0.00017421253,0.00020041989,0.00019504067,0.00013112681],"domain_scores_gemma":[0.98398834,0.013931685,0.00069544156,0.00046228178,0.00060008466,0.0003221469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006952198,0.0012730155,0.0018746182,0.0020686188,0.00086477137,0.003964802,0.0021934863,0.0031289107,0.0071882666],"category_scores_gemma":[0.021733735,0.0008388379,0.002474648,0.0038935407,0.00081311434,0.002946346,0.002410285,0.00285125,0.0006375327],"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":[0.000033453132,0.00004908563,0.002189676,0.00015972386,0.00018216699,0.000059882568,0.000107056345,0.89786536,0.00013098717,0.07311241,0.0034837578,0.02262648],"study_design_scores_gemma":[0.000013905146,0.000011232308,0.00026393664,0.0000402515,0.00003124016,0.000015245667,0.000064673535,0.9568922,0.00005649783,0.039527882,0.003067684,0.000015231657],"about_ca_topic_score_codex":0.06959225,"about_ca_topic_score_gemma":0.04796333,"teacher_disagreement_score":0.06959225,"about_ca_system_score_codex":0.0034209075,"about_ca_system_score_gemma":0.005159687,"threshold_uncertainty_score":0.13837433},"labels":[],"label_agreement":null},{"id":"W1991863745","doi":"10.1016/j.marpol.2011.08.008","title":"Erratum to “Unreported fishing, hungry people and political turmoil: The recipe for a food security crisis in Madagascar” [Mar. Policy 36 (1) (2012) 218–225]","year":2011,"lang":"en","type":"erratum","venue":"Marine Policy","topic":"Coastal and Marine Management","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 British Columbia","funders":"","keywords":"Fishing; Recipe; Kingdom; Politics; Political science; Food security; Economic history; Fishery; Geography; History; Law; Archaeology; Biology","score_opus":0.01341155499958605,"score_gpt":0.2519708812701809,"score_spread":0.23855932627059487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991863745","genre_codex":"editorial","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":[0.0004187569,0.0027566545,0.00026615855,0.30149624,0.6447633,0.00009160141,0.0033341397,0.00039837352,0.046474777],"genre_scores_gemma":[0.004584739,0.005276811,0.0010009111,0.27610865,0.08324289,0.00028738184,0.0024168724,0.00047594175,0.6266058],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977272,0.0003297931,0.00045768445,0.00029218718,0.00090259314,0.00029047544],"domain_scores_gemma":[0.99036,0.0027613705,0.0005944126,0.00036458502,0.0054067634,0.0005127581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023837688,0.002053385,0.0014879487,0.002423535,0.006824905,0.004088008,0.0026078692,0.010982265,0.044218104],"category_scores_gemma":[0.019805204,0.0009507544,0.0010029031,0.0021340207,0.0017589286,0.0026354538,0.0018530717,0.010782604,0.02885829],"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":[0.000006469539,0.0000026811695,0.000026767688,0.000020097748,0.0000010353049,0.000053875643,0.000017407023,0.000009928795,0.000007689892,0.00029248258,0.99833494,0.001226646],"study_design_scores_gemma":[0.000015072966,0.000015250831,0.001118422,0.00023765324,0.000010428607,0.00007685772,0.00021350324,0.0000663792,0.00008472858,0.0005179285,0.9976178,0.000026081158],"about_ca_topic_score_codex":0.13765304,"about_ca_topic_score_gemma":0.18694572,"teacher_disagreement_score":0.13765304,"about_ca_system_score_codex":0.0058626146,"about_ca_system_score_gemma":0.009566386,"threshold_uncertainty_score":0.27370363},"labels":[],"label_agreement":null},{"id":"W1994983869","doi":"10.1016/j.marpol.2012.04.010","title":"A tool for site prioritisation of marine protected areas under data poor conditions","year":2012,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":14,"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 British Columbia","funders":"","keywords":"Marine protected area; Zoning; Fishing; Environmental resource management; Marine conservation; Environmental science; Fishery; Computer science; Ecology; Engineering","score_opus":0.03156559066313151,"score_gpt":0.2880568347422845,"score_spread":0.25649124407915297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994983869","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023505634,0.00048179153,0.85862356,0.0019712115,0.0002904212,0.00068547635,0.01803799,0.08441998,0.011983937],"genre_scores_gemma":[0.14434153,0.00022213602,0.84029335,0.0003183035,0.00008471664,0.0006476767,0.0091434,0.0017414201,0.0032075334],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99695,0.0010024256,0.0004892537,0.00043947485,0.00091162615,0.00020723202],"domain_scores_gemma":[0.97243047,0.01895634,0.0019024677,0.0026965572,0.0028536974,0.001160495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0086048385,0.0014694212,0.0014423701,0.011094655,0.0013950166,0.005324169,0.0019667344,0.0017676769,0.022291677],"category_scores_gemma":[0.03925788,0.00083863846,0.0012103106,0.0061538783,0.000578969,0.0044771256,0.0040814704,0.00146711,0.0042628148],"study_design_candidate":"simulation_or_modeling","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":[0.0010923322,0.00055769377,0.022851117,0.0013418078,0.00064682966,0.0008371041,0.0014505856,0.04445968,0.0052035227,0.034483686,0.17564555,0.71143],"study_design_scores_gemma":[0.0006835233,0.00036500266,0.012787353,0.0006543048,0.00041580273,0.0012280566,0.0014022627,0.7104937,0.012881804,0.10787851,0.15090615,0.00030353226],"about_ca_topic_score_codex":0.00719481,"about_ca_topic_score_gemma":0.012413042,"teacher_disagreement_score":0.022291677,"about_ca_system_score_codex":0.0010912961,"about_ca_system_score_gemma":0.0025341385,"threshold_uncertainty_score":0.07457316},"labels":[],"label_agreement":null},{"id":"W1995271801","doi":"10.1016/j.marpol.2010.02.006","title":"Keeping the lead: How to strengthen shark conservation and management policies in Canada","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"World Wildlife Fund Canada; Dalhousie University","funders":"","keywords":"Blueprint; Endangered species; Overexploitation; Bycatch; Legislation; Environmental planning; Business; Environmental resource management; Fisheries management; Best practice; Fishery; Geography; Political science; Fish <Actinopterygii>; Ecology; Fishing; Engineering; Biology; Law","score_opus":0.009505119232112764,"score_gpt":0.21723781198888484,"score_spread":0.20773269275677209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995271801","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":[0.18201302,0.0068815523,0.0022834756,0.723458,0.001508855,0.00031703312,0.000764975,0.00026398964,0.08250912],"genre_scores_gemma":[0.8025374,0.005586998,0.006812108,0.13492207,0.00035087415,0.00016624123,0.00029654644,0.00012957143,0.049198173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9879302,0.0015740847,0.00041300195,0.0006724282,0.0034979694,0.0059122997],"domain_scores_gemma":[0.9635847,0.004758467,0.0011311425,0.00048763424,0.014992521,0.015045603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011866923,0.00046365446,0.00066983287,0.0025237976,0.019859351,0.011792515,0.0036313047,0.010581631,0.012272737],"category_scores_gemma":[0.03013405,0.0006834265,0.0007315909,0.0030328468,0.0066161416,0.004550317,0.0039792224,0.007950215,0.0005110007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004414655,0.00053892477,0.11036166,0.0012920819,0.0005152093,0.0018995363,0.02187756,0.015702816,0.0033123507,0.17348544,0.49341044,0.17716253],"study_design_scores_gemma":[0.0004512804,0.00021722267,0.20062244,0.0018304626,0.0005313026,0.00029774185,0.05158757,0.010042958,0.0024380847,0.04287373,0.6883762,0.0007310537],"about_ca_topic_score_codex":0.99593484,"about_ca_topic_score_gemma":0.99851257,"teacher_disagreement_score":0.16308643,"about_ca_system_score_codex":0.16308643,"about_ca_system_score_gemma":0.551496,"threshold_uncertainty_score":0.9707011},"labels":[],"label_agreement":null},{"id":"W1995659397","doi":"10.1016/j.marpol.2010.10.005","title":"Spatial characterization of marine recreational boating: Exploring the use of an on-the-water questionnaire for a case study in the Pacific Northwest","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University; University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Recreation; Respondent; TRIPS architecture; Data collection; Sample (material); Spatial analysis; Environmental resource management; Geography; Spatial distribution; Spatial planning; Geographic information system; Marine spatial planning; Environmental planning; Transport engineering; Environmental science; Cartography; Remote sensing; Ecology; Statistics; Engineering","score_opus":0.04452934491025107,"score_gpt":0.2563685900664043,"score_spread":0.2118392451561532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995659397","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":[0.99800247,0.000018895664,0.00045486444,0.00009707661,0.0000015316649,0.000037690497,0.00018456318,0.0000045468596,0.0011983265],"genre_scores_gemma":[0.9978788,0.000050249277,0.0013686598,0.000026637375,0.0000013557305,0.000053072643,0.00016668918,0.000004275618,0.00045031155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902534,0.0006297688,0.000060764534,0.00008971615,0.00009588218,0.000098591074],"domain_scores_gemma":[0.9934722,0.003439225,0.0014294084,0.0003731314,0.0009284256,0.0003576303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023435636,0.00015401289,0.00018032831,0.0015241643,0.0010915659,0.0007635058,0.0007086171,0.0006005699,0.0014858157],"category_scores_gemma":[0.007903444,0.00017057083,0.00020249536,0.001948061,0.0006614881,0.001270873,0.00093089766,0.0004885964,0.00015922329],"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":[0.00008477621,0.00027013916,0.85248893,0.00011764624,0.000034014694,0.0007107285,0.124026805,0.00044475045,0.002866541,0.00038282308,0.00048851426,0.01808429],"study_design_scores_gemma":[0.0000027666345,0.0001303582,0.75591105,0.000047799076,0.000012854082,0.0002423364,0.23991388,0.0014117839,0.0004298501,0.00011584284,0.0017591838,0.000022224438],"about_ca_topic_score_codex":0.08588272,"about_ca_topic_score_gemma":0.20240676,"teacher_disagreement_score":0.08588272,"about_ca_system_score_codex":0.0009777099,"about_ca_system_score_gemma":0.0011663268,"threshold_uncertainty_score":0.17076564},"labels":[],"label_agreement":null},{"id":"W1996693171","doi":"10.1016/j.marpol.2013.11.009","title":"Establishing attitudes and perceptions of recreational boat users based in the River Hamble Estuary, UK, towards Marine Conservation Zones","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":18,"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":"University of Portsmouth","keywords":"Recreation; Feeling; Work (physics); Perception; Business; Action (physics); Public participation; Environmental resource management; Order (exchange); Population; Marine protected area; Process (computing); Environmental planning; Set (abstract data type); Public relations; Fishery; Political science; Geography; Psychology; Sociology; Engineering; Ecology; Social psychology; Computer science; Environmental science; Law","score_opus":0.011581249612133518,"score_gpt":0.24201165772670524,"score_spread":0.23043040811457172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996693171","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":[0.99928504,0.000015396043,0.000016227024,0.00005982033,0.0000021558546,0.0000069753905,0.000032189808,3.3325523e-7,0.00058193627],"genre_scores_gemma":[0.99850696,0.00007458847,0.000056078286,0.00007793826,0.0000030672134,0.00001699868,0.00005029654,0.0000010621044,0.001212903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989225,0.0004104097,0.0000845196,0.00008773306,0.00023848953,0.00025628076],"domain_scores_gemma":[0.9959453,0.0010860298,0.001095141,0.0001003097,0.000776968,0.0009962817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013448707,0.00022289233,0.00024976727,0.00091938017,0.0016024177,0.002128098,0.0003965752,0.0007674251,0.0046489146],"category_scores_gemma":[0.0042488375,0.00038225073,0.00042285057,0.00082311075,0.0014957265,0.0010860292,0.0015407043,0.0010303059,0.000680834],"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":[0.00025502764,0.00024716996,0.8951512,0.000070997616,0.00004213705,0.00038444396,0.09670592,0.000078535886,0.0010315011,0.00013119525,0.0004648916,0.0054368787],"study_design_scores_gemma":[0.000007948818,0.0002835571,0.83651644,0.000048832386,0.000014581528,0.00011205156,0.16187806,0.00012138909,0.000098288794,0.000033380216,0.0008648705,0.00002053697],"about_ca_topic_score_codex":0.14698261,"about_ca_topic_score_gemma":0.27434745,"teacher_disagreement_score":0.14698261,"about_ca_system_score_codex":0.0016754183,"about_ca_system_score_gemma":0.000879119,"threshold_uncertainty_score":0.29225415},"labels":[],"label_agreement":null},{"id":"W1996890709","doi":"10.1016/j.marpol.2010.09.004","title":"Fortress conservation at sea: A commentary on the Chagos marine protected area","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Marine protected area; Convention on Biological Diversity; Fortress (chess); Enforcement; United Nations Convention on the Law of the Sea; Politics; Marine reserve; Political science; Protected area; Convention; Diversity (politics); Geography; Environmental resource management; Environmental ethics; Law; Fishery; Biodiversity; Habitat; History; Ecology; Archaeology; Fishing; Environmental science","score_opus":0.010509811340598979,"score_gpt":0.24014019448128388,"score_spread":0.2296303831406849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996890709","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00096743513,0.0031730826,0.00008792474,0.9753382,0.013208846,0.000013575097,0.00005886494,0.000010979472,0.007141063],"genre_scores_gemma":[0.006265648,0.0012648595,0.00014837741,0.97705555,0.0067033092,0.000042981064,0.000020454623,0.000031284064,0.008467492],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.989189,0.002377572,0.0009767852,0.0018617327,0.0029802271,0.0026147442],"domain_scores_gemma":[0.9690952,0.022187853,0.0014874847,0.0006487024,0.0037831457,0.0027977093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014563699,0.0013343081,0.002077743,0.0017954825,0.01885948,0.012793259,0.008282585,0.14044802,0.007158714],"category_scores_gemma":[0.040726937,0.0022016107,0.0029444264,0.0029811165,0.014278731,0.0104920715,0.0066385083,0.0900586,0.0017163075],"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":[0.00006519791,0.00003255408,0.00055601395,0.00023480105,0.000049009384,0.00061287824,0.003974037,0.00014903868,0.00024544547,0.05100113,0.9373757,0.0057040523],"study_design_scores_gemma":[0.000113732975,0.00004362831,0.0025922982,0.0017663193,0.0001393459,0.00026384636,0.0068351394,0.00019122896,0.00033755737,0.015936257,0.9716296,0.00015110428],"about_ca_topic_score_codex":0.19818375,"about_ca_topic_score_gemma":0.32218823,"teacher_disagreement_score":0.19818375,"about_ca_system_score_codex":0.013479191,"about_ca_system_score_gemma":0.031903863,"threshold_uncertainty_score":0.39406037},"labels":[],"label_agreement":null},{"id":"W1997146314","doi":"10.1016/j.marpol.2014.11.009","title":"Governing enclosure for coastal communities: Social embeddedness in a Canadian shrimp fishery","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Commodification; Embeddedness; Privilege (computing); Fishing; Fishery; Context (archaeology); Commons; Corporate governance; Livelihood; Neoliberalism (international relations); Renting; Political science; Business; Economics; Sociology; Geography; Economy; Political economy; Social science; Law","score_opus":0.026218229687193204,"score_gpt":0.2660070760768746,"score_spread":0.23978884638968143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997146314","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":[0.9480174,0.00017639098,0.00086734584,0.006008585,0.000010623524,0.000018687053,0.000017816657,0.000004666121,0.044878483],"genre_scores_gemma":[0.9971885,0.00007503499,0.00022654112,0.00015631627,0.0000017228274,0.0000040046625,0.000003933247,0.0000020539978,0.0023418914],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986481,0.00037205045,0.000023348724,0.00015475093,0.00027557675,0.0005261714],"domain_scores_gemma":[0.9985832,0.00035644884,0.00021360043,0.00007686581,0.00026552778,0.00050431583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018946652,0.00018106434,0.00016632369,0.0008232461,0.026097255,0.004545732,0.00085524353,0.0011025837,0.0018506804],"category_scores_gemma":[0.0023066006,0.00021151296,0.00018725815,0.00079345907,0.028842656,0.0018363808,0.0052922475,0.0019633577,0.000046424655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006364955,0.0001123529,0.057611566,0.000045246474,0.000024520865,0.0014294098,0.525906,0.002105927,0.0024977708,0.37013933,0.0029378675,0.037126362],"study_design_scores_gemma":[0.000028657112,0.000078552504,0.2043576,0.0001964149,0.0000486237,0.0003394658,0.59884894,0.0039473944,0.0009118271,0.06153665,0.12955058,0.00015523893],"about_ca_topic_score_codex":0.94905114,"about_ca_topic_score_gemma":0.9862959,"teacher_disagreement_score":0.07832108,"about_ca_system_score_codex":0.07832108,"about_ca_system_score_gemma":0.051323447,"threshold_uncertainty_score":0.56826186},"labels":[],"label_agreement":null},{"id":"W1997484258","doi":"10.1016/s0308-597x(01)00048-3","title":"Fitting institutions to ecosystems: the case of artisanal fisheries management in the estuary of Patos Lagoon","year":2002,"lang":"en","type":"article","venue":"Marine Policy","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":69,"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 British Columbia","funders":"","keywords":"Stewardship (theology); Estuary; Sustainability; Corporate governance; Fishery; Common-pool resource; Business; Environmental stewardship; Fisheries management; Resource (disambiguation); Ecosystem; Environmental resource management; Geography; Natural resource economics; Economics; Ecology; Fishing; Political science; Finance","score_opus":0.0331877032645752,"score_gpt":0.23765460741901653,"score_spread":0.20446690415444133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997484258","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":[0.9569505,0.00019813367,0.0007440614,0.009550129,0.000034707922,0.00006173429,0.00003660326,0.000010807229,0.032413423],"genre_scores_gemma":[0.9954792,0.00013718352,0.00026990747,0.00039052675,0.000007581237,0.000018847317,0.00000829844,0.0000038080304,0.0036845482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99696475,0.0010227583,0.00005982115,0.000104930536,0.00013804504,0.0017096513],"domain_scores_gemma":[0.99662834,0.0009909421,0.00036715285,0.00012316073,0.00036593355,0.0015245314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003493627,0.00033172074,0.00031727762,0.0009800624,0.013411173,0.010902492,0.0018726215,0.0049179792,0.0064378916],"category_scores_gemma":[0.00548204,0.0004133949,0.00046084286,0.0025969208,0.008584252,0.0030270303,0.0060269944,0.0037718352,0.000183898],"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":[0.0007531613,0.0009629668,0.26819625,0.00022634956,0.00019453093,0.056883402,0.08712882,0.022633085,0.0016684901,0.51830596,0.010726759,0.032320227],"study_design_scores_gemma":[0.00020180215,0.00034899873,0.13895988,0.0004490109,0.00021249808,0.0029590877,0.7285617,0.012903205,0.0008881531,0.06242036,0.051967118,0.00012819584],"about_ca_topic_score_codex":0.30843395,"about_ca_topic_score_gemma":0.59627914,"teacher_disagreement_score":0.30843395,"about_ca_system_score_codex":0.013736751,"about_ca_system_score_gemma":0.013330836,"threshold_uncertainty_score":0.6132773},"labels":[],"label_agreement":null},{"id":"W1998331599","doi":"10.1016/j.marpol.2013.11.024","title":"Better integration of sectoral planning and management approaches for the interlinked ecology of the open oceans","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Victoria","funders":"Australian Research Council; Agence Nationale de la Recherche; Australian Government; James Hutton Institute","keywords":"Pelagic zone; Ecosystem-based management; Context (archaeology); Habitat; Marine spatial planning; Marine ecosystem; Ecology; Environmental resource management; Ecosystem; Ecosystem management; Trophic level; Geography; Environmental science; Biology","score_opus":0.0429053797713462,"score_gpt":0.26739938123199797,"score_spread":0.22449400146065177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998331599","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":[0.14545517,0.007037697,0.3793089,0.31287548,0.0010756656,0.0012585012,0.0014427012,0.0010143752,0.1505315],"genre_scores_gemma":[0.8814691,0.0033664184,0.10624806,0.0037884656,0.00028135994,0.00051903137,0.0005567709,0.00014963919,0.0036211708],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9739212,0.018312614,0.0014245654,0.0009872232,0.00330697,0.002047389],"domain_scores_gemma":[0.9661881,0.012897576,0.0027699627,0.004889449,0.010398238,0.0028567568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0383504,0.00066032377,0.00091007375,0.0047229463,0.0019447088,0.014007361,0.002692335,0.0036477747,0.009452104],"category_scores_gemma":[0.054682136,0.00057937036,0.00085727475,0.005884122,0.0022490988,0.011382616,0.00641005,0.0040269354,0.0006455502],"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":[0.0001775613,0.0009143609,0.02659555,0.00053152646,0.00024869674,0.00015245902,0.0027847989,0.1782279,0.0019347367,0.43717968,0.015918972,0.3353337],"study_design_scores_gemma":[0.00013805923,0.00024078692,0.04480234,0.0017456859,0.00019964908,0.00007981512,0.02318996,0.16523704,0.00170581,0.642847,0.11960486,0.00020898435],"about_ca_topic_score_codex":0.05523499,"about_ca_topic_score_gemma":0.06833113,"teacher_disagreement_score":0.05523499,"about_ca_system_score_codex":0.015095722,"about_ca_system_score_gemma":0.0467608,"threshold_uncertainty_score":0.20281875},"labels":[],"label_agreement":null},{"id":"W1998841593","doi":"10.1016/j.marpol.2013.08.028","title":"Time preference of small-scale fishers in open access and traditionally managed reef fisheries","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","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":"University of British Columbia","funders":"Pew Charitable Trusts","keywords":"Fishery; Reef; Preference; Scale (ratio); Marine protected area; Business; Geography; Ecology; Economics; Biology; Habitat; Cartography","score_opus":0.16542346253838386,"score_gpt":0.24694195758864776,"score_spread":0.0815184950502639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998841593","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":[0.9987073,0.000050655326,0.000087151995,0.00019718941,0.0000031611578,0.0000024321073,0.000028811603,6.9842434e-7,0.00092260895],"genre_scores_gemma":[0.99890006,0.000042153326,0.000021467895,0.000029644714,0.0000036793742,0.0000015225493,0.000033238106,5.7813594e-7,0.00096768467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997265,0.0000732123,0.000015078273,0.000030115862,0.000029332507,0.00012571382],"domain_scores_gemma":[0.99645174,0.0017434888,0.000584924,0.000113526796,0.0001292099,0.0009771024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011065139,0.00013579775,0.00023800487,0.0004217027,0.0004058271,0.0010623124,0.00030434944,0.0009901234,0.008536377],"category_scores_gemma":[0.006718205,0.00013048916,0.00035154197,0.00037375625,0.000690734,0.0010853373,0.000616884,0.00070274714,0.00043163315],"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":[0.0045170044,0.00115387,0.9498885,0.000041561074,0.0001397523,0.0008553599,0.0029856488,0.007458675,0.001930119,0.008964013,0.0013648226,0.020700624],"study_design_scores_gemma":[0.00015377864,0.000766148,0.95230174,0.00003349623,0.00007715313,0.0003179965,0.015033101,0.014882624,0.00044413126,0.014788043,0.0011629367,0.000038937953],"about_ca_topic_score_codex":0.023027403,"about_ca_topic_score_gemma":0.04815881,"teacher_disagreement_score":0.023027403,"about_ca_system_score_codex":0.00081835064,"about_ca_system_score_gemma":0.00042259265,"threshold_uncertainty_score":0.04578674},"labels":[],"label_agreement":null},{"id":"W2000095967","doi":"10.1016/j.marpol.2013.10.005","title":"Distribution of endemic cetaceans in relation to hydrocarbon development and commercial shipping in a warming Arctic","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":162,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Wildlife Fund Canada","funders":"Norges Forskningsråd","keywords":"Arctic; Sea ice; Geography; Beluga Whale; Subsistence agriculture; Arctic ice pack; Arctic ecology; Climate change; Fishery; Whale; Global warming; Habitat; Baleen; Marine mammal; Beluga; Oceanography; Ecology; Agriculture; Biology; Geology","score_opus":0.017390108348669806,"score_gpt":0.24638835750889482,"score_spread":0.22899824916022501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000095967","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":[0.99768066,0.0011485395,0.000053894375,0.00006270092,0.000004649166,0.0000012237751,0.00027828317,0.0000020815964,0.00076792005],"genre_scores_gemma":[0.99822074,0.0010765222,0.00008909791,0.000020841548,0.000010112416,0.0000020385944,0.00022505803,0.0000015135798,0.00035402479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998197,0.0000419328,0.000016585243,0.000042487016,0.000020409654,0.00005899661],"domain_scores_gemma":[0.9992663,0.0001300882,0.00029048443,0.00002832064,0.00015263137,0.00013218318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004540135,0.00012107756,0.00014596789,0.0017119527,0.00044412247,0.0005445975,0.00021878355,0.00023281376,0.0012280975],"category_scores_gemma":[0.0006001576,0.000121031735,0.00027102928,0.001870651,0.0005001103,0.00033029847,0.00053274597,0.0002457019,0.00009672207],"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":[0.000117990516,0.00001976792,0.98787224,0.00005968046,0.00008027338,0.00013594504,0.0008504793,0.00035930157,0.0016058628,0.00025409285,0.00017213702,0.008472223],"study_design_scores_gemma":[5.357152e-7,0.000010211218,0.9986437,0.000008364554,0.000008720675,0.000051033305,0.0008526289,0.00007170386,0.000042245403,0.000030769967,0.00027844738,0.000001628863],"about_ca_topic_score_codex":0.09709993,"about_ca_topic_score_gemma":0.2153259,"teacher_disagreement_score":0.09709993,"about_ca_system_score_codex":0.00066717906,"about_ca_system_score_gemma":0.00047478278,"threshold_uncertainty_score":0.19306952},"labels":[],"label_agreement":null},{"id":"W2003802556","doi":"10.1016/j.marpol.2010.06.004","title":"Pyramids and roses: Alternative images for the governance of fisheries systems","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Memorial University of Newfoundland","funders":"","keywords":"Corporate governance; Pyramid (geometry); Process (computing); Image (mathematics); Business; Fishery; Computer science; Political science; Environmental resource management; Economics; Computer vision; Mathematics; Biology","score_opus":0.007585970044433381,"score_gpt":0.22798162397293018,"score_spread":0.2203956539284968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003802556","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":[0.04858283,0.0019385337,0.17660138,0.14218986,0.001314927,0.00021044732,0.0010562547,0.0010481264,0.62705773],"genre_scores_gemma":[0.8790196,0.00090372754,0.06945489,0.0026658135,0.00032042965,0.0002795098,0.00021012807,0.00029073682,0.046855103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979242,0.0013935072,0.00004450242,0.00016163678,0.00031438423,0.00016174396],"domain_scores_gemma":[0.99746275,0.0012041487,0.00017184057,0.0005504502,0.00030531257,0.0003054827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032028835,0.00052499026,0.00040706212,0.0014579293,0.0027916967,0.008736443,0.0012385289,0.0024423979,0.02950951],"category_scores_gemma":[0.009328304,0.00037216354,0.00065825315,0.00179977,0.009641266,0.011321143,0.003427727,0.0031559423,0.0011059311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028964445,0.00000532963,0.0001768768,0.000020045165,0.0000035310286,0.000031743544,0.002164967,0.0006628773,0.00007201894,0.97679543,0.012784974,0.0072530927],"study_design_scores_gemma":[0.00007965833,0.000029679773,0.0010457918,0.00006146679,0.000022609347,0.0000667709,0.005718088,0.007957053,0.00021072994,0.823592,0.16118525,0.000030990792],"about_ca_topic_score_codex":0.021412782,"about_ca_topic_score_gemma":0.03593294,"teacher_disagreement_score":0.02950951,"about_ca_system_score_codex":0.0039942223,"about_ca_system_score_gemma":0.0027259819,"threshold_uncertainty_score":0.09871918},"labels":[],"label_agreement":null},{"id":"W2005682293","doi":"10.1016/j.marpol.2008.05.001","title":"Developing a conceptual model of marine farming in New Zealand","year":2008,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Futures contract; Legislation; Environmental planning; Environmental resource management; Marine spatial planning; Government (linguistics); Agriculture; Business; Conceptual model; Geography; Regional science; Computer science; Political science; Economics","score_opus":0.03816066492636319,"score_gpt":0.2743304098025283,"score_spread":0.23616974487616513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005682293","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":[0.25476608,0.0008947904,0.12810348,0.06804754,0.00012669605,0.00036927674,0.0006287135,0.00009757687,0.5469659],"genre_scores_gemma":[0.9762917,0.00044890246,0.013531766,0.000586378,0.000025555088,0.00025164615,0.0000691608,0.0000107294145,0.008784174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99896526,0.0005410821,0.00004089303,0.0001476317,0.00011391579,0.00019120271],"domain_scores_gemma":[0.9982888,0.0009445759,0.00024221068,0.000089781606,0.0001959898,0.00023867398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019974436,0.00048342123,0.0003959551,0.0010375496,0.0024568276,0.006280952,0.0022701079,0.0035829842,0.011890654],"category_scores_gemma":[0.0035633082,0.00045238205,0.00060000515,0.0016333325,0.007941554,0.0066282847,0.002047626,0.0023062418,0.00030341942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055152177,0.000024564697,0.0005544825,0.000017709797,0.000004546101,0.00011423335,0.00066268037,0.009119389,0.00006324914,0.9876736,0.0005265791,0.0012333761],"study_design_scores_gemma":[0.00004962616,0.00006227436,0.002237967,0.00010873474,0.000023536515,0.00013088874,0.005998367,0.05508912,0.00011332274,0.91298085,0.02316674,0.000038483748],"about_ca_topic_score_codex":0.15040864,"about_ca_topic_score_gemma":0.1334179,"teacher_disagreement_score":0.15040864,"about_ca_system_score_codex":0.014116893,"about_ca_system_score_gemma":0.010586299,"threshold_uncertainty_score":0.2990663},"labels":[],"label_agreement":null},{"id":"W2005787810","doi":"10.1016/j.marpol.2009.09.012","title":"Reclaiming the ancestral waters of indigenous peoples in the Philippines: The Tagbanua experience with fishing rights and indigenous rights","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":29,"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":"Indigenous; Fishing; Natural resource; Indigenous rights; Sustainability; Property rights; Political science; Economic Justice; Resource (disambiguation); Geography; Environmental ethics; Law; Ecology; Biology","score_opus":0.015103449330285906,"score_gpt":0.27759092181722517,"score_spread":0.26248747248693927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005787810","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":[0.9464389,0.00073259335,0.00016454382,0.015262275,0.00004791819,0.000021731603,0.000009447266,0.0000069346393,0.037315648],"genre_scores_gemma":[0.9934809,0.00042946555,0.00009652462,0.0007606109,0.000016903085,0.000011921057,0.0000039116785,0.000006286379,0.005193455],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99706024,0.0015419789,0.00004482519,0.00009256542,0.0001605754,0.0010998292],"domain_scores_gemma":[0.9970444,0.00084235717,0.00037881534,0.0001347459,0.00035014737,0.0012495121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039601573,0.00032177902,0.00026215482,0.00062990864,0.021314336,0.0046196803,0.0014744672,0.0021002926,0.0052502076],"category_scores_gemma":[0.005340869,0.0002833296,0.00014797527,0.0010703049,0.019287832,0.004174316,0.0076728095,0.0051390505,0.00019803969],"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":[0.000010830318,0.00001928523,0.0039516464,0.000023131599,0.000002113987,0.0006754399,0.9784142,0.000019522817,0.00019856438,0.010368713,0.000750619,0.0055659586],"study_design_scores_gemma":[0.00000226642,0.000021044012,0.006971236,0.000049998234,0.0000033279698,0.00014230247,0.9724587,0.000026865233,0.00009138679,0.0012712058,0.018953484,0.000008185287],"about_ca_topic_score_codex":0.1303284,"about_ca_topic_score_gemma":0.25861055,"teacher_disagreement_score":0.1303284,"about_ca_system_score_codex":0.005265156,"about_ca_system_score_gemma":0.010870914,"threshold_uncertainty_score":0.25913966},"labels":[],"label_agreement":null},{"id":"W2008059600","doi":"10.1016/j.marpol.2004.06.006","title":"Catching some needed attention","year":2004,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":22,"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 British Columbia","funders":"","keywords":"The Internet; Business; Web site; Internet privacy; World Wide Web; Fishery; Computer science","score_opus":0.011464430073541924,"score_gpt":0.2638767300661401,"score_spread":0.2524122999925982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008059600","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036062018,0.007048836,0.0013980748,0.89987,0.017717866,0.000039278035,0.0002884902,0.00019227545,0.06983891],"genre_scores_gemma":[0.07516598,0.007877079,0.0032662442,0.7704957,0.016044676,0.00014942544,0.0006029143,0.00021152984,0.12618642],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940789,0.0012801521,0.00036322308,0.00078138796,0.001501851,0.0019946352],"domain_scores_gemma":[0.9806613,0.0045365854,0.0009985024,0.0022504777,0.006402439,0.005150687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006007919,0.0009746216,0.0009936151,0.0021949993,0.004373734,0.010083311,0.0022385484,0.018171983,0.1063625],"category_scores_gemma":[0.029129086,0.00045675656,0.0013469363,0.0015943311,0.004859167,0.010063906,0.0051973127,0.013581403,0.019003062],"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":[0.0001697206,0.00015279408,0.0029666892,0.00084542367,0.00009373416,0.0005103935,0.0011026025,0.00020992843,0.0022060727,0.12159808,0.76771694,0.102427624],"study_design_scores_gemma":[0.00005281273,0.000054057466,0.0034401186,0.00094189687,0.000056201865,0.0002762351,0.0030209175,0.00021989593,0.00048822066,0.06931432,0.9220883,0.0000471156],"about_ca_topic_score_codex":0.009900466,"about_ca_topic_score_gemma":0.016859403,"teacher_disagreement_score":0.1063625,"about_ca_system_score_codex":0.004609651,"about_ca_system_score_gemma":0.0152294,"threshold_uncertainty_score":0.35581797},"labels":[],"label_agreement":null},{"id":"W2009819038","doi":"10.1016/j.marpol.2010.01.016","title":"Governance characteristics of large marine ecosystems","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Corporate governance; Context (archaeology); Diversity (politics); Affect (linguistics); Ecosystem; Environmental resource management; Marine ecosystem; Geopolitics; Political science; Business; Environmental planning; Geography; Ecology; Biology; Economics; Sociology; Politics","score_opus":0.0035178001452372807,"score_gpt":0.21197239553406363,"score_spread":0.20845459538882635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009819038","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":[0.99293447,0.00004880656,0.00070220616,0.00019145296,0.000001909269,0.000010016801,0.00011104058,0.000012151926,0.0059879404],"genre_scores_gemma":[0.9995751,0.000015593496,0.00008456287,0.00000764818,0.0000017125197,0.000003632842,0.000057362995,0.0000023348668,0.0002521814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996182,0.00011451553,0.00003323141,0.00006721994,0.00006332061,0.00010349968],"domain_scores_gemma":[0.9912545,0.0037542463,0.002469819,0.0006491075,0.00073943404,0.0011328975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084126566,0.00005919584,0.00017941966,0.0009457862,0.00041972572,0.0015608439,0.00021256284,0.00026418015,0.0040731733],"category_scores_gemma":[0.010669309,0.00011790886,0.00012724308,0.0011139404,0.000711668,0.001091439,0.00074468896,0.0002508912,0.00017902984],"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":[0.00016642975,0.00012830007,0.90812397,0.000046147168,0.00008897034,0.0003158475,0.0018124444,0.016219724,0.0034827234,0.04825464,0.0024006625,0.01896014],"study_design_scores_gemma":[0.000017710456,0.00006302443,0.94983906,0.000017570488,0.000024276216,0.00018641066,0.0031199178,0.020867316,0.00038510616,0.023039067,0.0024259891,0.0000145685835],"about_ca_topic_score_codex":0.0049100863,"about_ca_topic_score_gemma":0.009566106,"teacher_disagreement_score":0.0049100863,"about_ca_system_score_codex":0.0010073027,"about_ca_system_score_gemma":0.00064012845,"threshold_uncertainty_score":0.013626099},"labels":[],"label_agreement":null},{"id":"W2010488436","doi":"10.1016/j.marpol.2010.06.006","title":"Using Memoranda of Understanding to facilitate marine management in Canada","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental resource management; Geography; Business; Environmental science","score_opus":0.050349559873905984,"score_gpt":0.2733953108009315,"score_spread":0.2230457509270255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010488436","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":[0.14960124,0.0022393623,0.0039569037,0.32950878,0.0014142075,0.00027543618,0.00045500443,0.00032573348,0.51222336],"genre_scores_gemma":[0.75025254,0.0016632883,0.0035862722,0.028808016,0.00018223077,0.00012433661,0.00016838971,0.00018575335,0.21502915],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99133915,0.0015168482,0.0004001044,0.000546055,0.0029585233,0.0032391914],"domain_scores_gemma":[0.964348,0.01650661,0.0018359725,0.0010302669,0.012847375,0.0034316874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01092121,0.00030214782,0.00036078706,0.002030277,0.033681184,0.013299731,0.003350583,0.0065980027,0.0129284905],"category_scores_gemma":[0.05062135,0.000599669,0.00035572608,0.0024418938,0.010790964,0.004946772,0.0058840383,0.011200643,0.0007427294],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061640116,0.00009712427,0.009951278,0.00016987241,0.000020392185,0.0013898684,0.15419036,0.001693854,0.0009121332,0.31432188,0.44822252,0.0689692],"study_design_scores_gemma":[0.000020491356,0.000034106033,0.011948971,0.00031405195,0.000033013188,0.00009497109,0.09141264,0.0015084394,0.0012406523,0.01201758,0.8812591,0.000115973926],"about_ca_topic_score_codex":0.98854107,"about_ca_topic_score_gemma":0.994232,"teacher_disagreement_score":0.8861709,"about_ca_system_score_codex":0.113829084,"about_ca_system_score_gemma":0.32516968,"threshold_uncertainty_score":0.8258917},"labels":[],"label_agreement":null},{"id":"W2011576424","doi":"10.1016/j.marpol.2011.05.007","title":"Unreported fishing, hungry people and political turmoil: the recipe for a food security crisis in Madagascar?","year":2011,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":136,"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 British Columbia","funders":"","keywords":"Subsistence agriculture; Fishing; Livelihood; Food security; Fishery; Sustainability; Geography; Resource (disambiguation); Business; Fisheries management; Developing country; Marine conservation; Scale (ratio); Development economics; Natural resource economics; Economic growth; Economics; Ecology; Agriculture","score_opus":0.021146164937946584,"score_gpt":0.24250381772124077,"score_spread":0.2213576527832942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011576424","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":[0.4934271,0.0060897195,0.00006893218,0.47328854,0.00048019804,0.000010007384,0.0003144712,0.000009799252,0.026311178],"genre_scores_gemma":[0.9745345,0.0028030758,0.00006217054,0.018311797,0.00045899316,0.000018032437,0.00006634449,0.000006663081,0.003738477],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996538,0.00009656762,0.000009653313,0.000020605738,0.00002526932,0.00019409253],"domain_scores_gemma":[0.998698,0.00026443598,0.00038509897,0.000031737447,0.0000961748,0.0005244665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060893426,0.00020586682,0.00015711325,0.000665259,0.003137625,0.0034719114,0.00041795056,0.002345886,0.012635046],"category_scores_gemma":[0.002720543,0.00014910582,0.00017848834,0.0009022119,0.0036996487,0.0027174784,0.002524542,0.0029244022,0.00025779175],"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":[0.00055294996,0.00047087134,0.43895167,0.0007205217,0.00020430722,0.0036793947,0.08605828,0.00045756123,0.0018827409,0.13022998,0.17898914,0.15780258],"study_design_scores_gemma":[0.00004588397,0.00009489128,0.62067527,0.0007211956,0.0000890906,0.0005707513,0.20925118,0.00039725137,0.00028327978,0.020206483,0.14757954,0.00008517209],"about_ca_topic_score_codex":0.11282938,"about_ca_topic_score_gemma":0.22730985,"teacher_disagreement_score":0.11282938,"about_ca_system_score_codex":0.00235126,"about_ca_system_score_gemma":0.002835633,"threshold_uncertainty_score":0.22434527},"labels":[],"label_agreement":null},{"id":"W2013348012","doi":"10.1016/s0308-597x(01)00016-1","title":"Fisheries management in Central Maluku, Indonesia, 1997–98","year":2001,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland College","funders":"Universitas Pattimura; Danish International Development Agency; International Development Research Centre","keywords":"Legislature; Negotiation; Government (linguistics); Corporate governance; Fisheries management; Unrest; Politics; State (computer science); Disjunct; Business; Public administration; Fishery; Political science; Finance; Fishing; Sociology; Law","score_opus":0.009894511304514814,"score_gpt":0.2188926946863386,"score_spread":0.20899818338182377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013348012","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":[0.9908947,0.0010160897,0.00007194042,0.0007076544,0.00002251584,0.000020662583,0.0004331749,0.000010630547,0.006822546],"genre_scores_gemma":[0.989286,0.0007178805,0.0002389233,0.00014239889,0.000009032793,0.00004261541,0.000421351,0.000004087517,0.009137609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977154,0.000030115814,0.000035788013,0.000024905792,0.000039728387,0.000098040786],"domain_scores_gemma":[0.99960154,0.000035618265,0.00018027794,0.000013330293,0.000073146344,0.000096105425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035791812,0.00024283105,0.00016981928,0.00068612857,0.0006761382,0.0008158269,0.0007002625,0.00038862752,0.0012528367],"category_scores_gemma":[0.0006167887,0.00021233594,0.00012327978,0.0013532238,0.00042476816,0.00049257564,0.00089275255,0.00035688,0.00025362795],"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":[0.0011318839,0.00039552638,0.8676416,0.00051853945,0.00016215521,0.0038126907,0.00904279,0.002080541,0.0059135007,0.002528704,0.008746441,0.09802566],"study_design_scores_gemma":[0.00001367346,0.00008023488,0.9805165,0.000058243168,0.000033974462,0.00036803973,0.006174454,0.0006341974,0.0010059853,0.000073576215,0.011033044,0.000008090015],"about_ca_topic_score_codex":0.05629567,"about_ca_topic_score_gemma":0.16915977,"teacher_disagreement_score":0.05629567,"about_ca_system_score_codex":0.003509482,"about_ca_system_score_gemma":0.0027822223,"threshold_uncertainty_score":0.11193597},"labels":[],"label_agreement":null},{"id":"W2013962167","doi":"10.1016/j.marpol.2011.08.010","title":"Managing Bluefin Tuna in the Mediterranean Sea","year":2011,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":31,"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 British Columbia","funders":"","keywords":"Tuna; Fishery; Mediterranean sea; Mediterranean climate; Geography; Business; Fish <Actinopterygii>; Biology; Archaeology","score_opus":0.04273095543952446,"score_gpt":0.27257969886581246,"score_spread":0.229848743426288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013962167","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":[0.90333194,0.0012738528,0.0012153252,0.04607815,0.00014591408,0.000098918325,0.00013917139,0.000035153218,0.047681503],"genre_scores_gemma":[0.9872851,0.00071202836,0.001038076,0.0025973108,0.00006468736,0.000052856743,0.00004403065,0.000009102926,0.00819676],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99866664,0.0005355087,0.00005081569,0.00009035985,0.00020419886,0.00045247885],"domain_scores_gemma":[0.9972951,0.00036391028,0.00058043544,0.00008119278,0.00054772024,0.001131682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035090267,0.00025131807,0.0001645999,0.0008330255,0.0014921033,0.002817441,0.0013483963,0.00197757,0.002085869],"category_scores_gemma":[0.0053854976,0.00016090766,0.00017371184,0.0007996476,0.0009043636,0.0015700766,0.0019176378,0.0007593818,0.00016654284],"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":[0.0019776637,0.0012686751,0.30891794,0.0008391531,0.00065813196,0.0062574726,0.016267857,0.055621587,0.024415996,0.10138775,0.07678326,0.40560457],"study_design_scores_gemma":[0.00050338084,0.0017211036,0.42402974,0.0006304502,0.00030171828,0.00075680437,0.056969754,0.045268107,0.0065629734,0.040558744,0.42256734,0.00012985247],"about_ca_topic_score_codex":0.06806729,"about_ca_topic_score_gemma":0.105163254,"teacher_disagreement_score":0.06806729,"about_ca_system_score_codex":0.0076448647,"about_ca_system_score_gemma":0.010746821,"threshold_uncertainty_score":0.13534218},"labels":[],"label_agreement":null},{"id":"W2014051030","doi":"10.1016/j.marpol.2004.04.005","title":"The Pew Report on US fishery councils: a critique from the Open Society","year":2004,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Normative; Irrational number; Fisheries management; Fish <Actinopterygii>; Business; Key (lock); Political science; Fish stock; Fishery; Law and economics; Economics; Law; Ecology; Fishing; Biology","score_opus":0.01535639723884433,"score_gpt":0.26626317835315255,"score_spread":0.2509067811143082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014051030","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059647714,0.0021322637,0.0011319169,0.9194486,0.0027437229,0.000024565983,0.00021306213,0.000038996513,0.068302006],"genre_scores_gemma":[0.20038636,0.0043011694,0.0025573666,0.7033769,0.0105151385,0.00045305464,0.00023436257,0.0003176867,0.07785796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96430016,0.008864231,0.0020151688,0.0028682281,0.017123537,0.004828791],"domain_scores_gemma":[0.8502477,0.1097755,0.0049717743,0.006202355,0.02208202,0.0067207026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03574175,0.00094740774,0.0013351917,0.004164452,0.016150651,0.022747993,0.005469915,0.05913973,0.010093231],"category_scores_gemma":[0.16297577,0.0016354043,0.0016768283,0.006396107,0.027739689,0.02122472,0.011324463,0.0451278,0.0017060108],"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":[0.00003681179,0.00004097841,0.00077052653,0.00006373634,0.00002347226,0.00008539111,0.0030605544,0.00027506714,0.000047983154,0.6439474,0.34360304,0.008045052],"study_design_scores_gemma":[0.00008339769,0.000036451092,0.004716366,0.001022593,0.0000749588,0.00006458415,0.006225176,0.00050707645,0.00042404814,0.2159618,0.7707453,0.00013821908],"about_ca_topic_score_codex":0.17451611,"about_ca_topic_score_gemma":0.2081785,"teacher_disagreement_score":0.17451611,"about_ca_system_score_codex":0.015004752,"about_ca_system_score_gemma":0.034919772,"threshold_uncertainty_score":0.34700066},"labels":[],"label_agreement":null},{"id":"W2019954490","doi":"10.1016/j.marpol.2014.03.025","title":"MPA regulations should incorporate adaptive management—The case of Gilbert Bay Labrador Atlantic cod (Gadus morhua)","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Fisheries and Oceans Canada","funders":"","keywords":"Gadus; Bay; Fishery; Atlantic cod; Fishing; Population; Commercial fishing; Geography; Oceanography; Fisheries management; Marine protected area; Environmental science; Habitat; Biology; Ecology; Fish <Actinopterygii>; Demography","score_opus":0.01511859808652172,"score_gpt":0.24047629343804197,"score_spread":0.22535769535152025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019954490","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":[0.8354823,0.0002290692,0.0014105608,0.08470396,0.0002030912,0.00011501418,0.000060379065,0.000024833007,0.07777082],"genre_scores_gemma":[0.9745833,0.0001226693,0.0010388923,0.01553871,0.00005162317,0.00004733893,0.000014386567,0.0000092129885,0.008593885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743086,0.00061430904,0.000077629615,0.00018556145,0.00024700304,0.0014446656],"domain_scores_gemma":[0.9966587,0.0010541966,0.00033920497,0.0002223781,0.00072575035,0.0009998711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060609453,0.00024953354,0.00028804073,0.00049984275,0.009295822,0.004941574,0.0018407956,0.009217966,0.0036843051],"category_scores_gemma":[0.0068568904,0.00037150708,0.0006031828,0.00050655095,0.005084162,0.0016759424,0.0027200785,0.0051485132,0.0002087077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003320609,0.0009423249,0.38415465,0.0002323885,0.0003589724,0.035603113,0.039784834,0.008467517,0.010084101,0.4048982,0.06389552,0.051246367],"study_design_scores_gemma":[0.00028322262,0.00047131212,0.3655511,0.00061155175,0.0004678435,0.004410052,0.21201095,0.015876565,0.004990326,0.0783265,0.31667212,0.00032852674],"about_ca_topic_score_codex":0.38629317,"about_ca_topic_score_gemma":0.6246431,"teacher_disagreement_score":0.6137068,"about_ca_system_score_codex":0.00894899,"about_ca_system_score_gemma":0.011794004,"threshold_uncertainty_score":0.7680894},"labels":[],"label_agreement":null},{"id":"W2020142789","doi":"10.1016/j.marpol.2014.12.004","title":"Impacts of neoliberal policies on non-market fishing economies on the Yukon River, Alaska","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration","keywords":"Subsistence agriculture; Fishing; Chinook wind; Profit (economics); Subsistence economy; Fishery; Profit maximization; Economy; Economics; Fish <Actinopterygii>; Geography; Oncorhynchus; Agriculture","score_opus":0.0062620762568222415,"score_gpt":0.21653009123130043,"score_spread":0.2102680149744782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020142789","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":[0.99129534,0.000118840886,0.00006159389,0.0009473219,0.000010673447,0.000005982272,0.00008089141,0.000004966132,0.007474401],"genre_scores_gemma":[0.997841,0.00011444884,0.000039376246,0.00018921755,0.0000032219757,0.0000049801383,0.000028984095,0.0000015092083,0.0017772573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992238,0.00023681132,0.000057229205,0.000062566796,0.00008391228,0.00033578998],"domain_scores_gemma":[0.99843377,0.0004998761,0.0003438148,0.000087585904,0.00029763917,0.00033727128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015769228,0.00015380609,0.00029187163,0.0005643855,0.0016732552,0.0027508135,0.00064881245,0.0013532606,0.0034069375],"category_scores_gemma":[0.0031614285,0.00018338895,0.00048112732,0.0005240259,0.0019120687,0.001383001,0.0023643968,0.0009091898,0.00010499536],"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":[0.001875335,0.0011488855,0.6886336,0.00029929852,0.00053760776,0.0023841062,0.0047639855,0.06031634,0.004362905,0.18402094,0.006023494,0.045633487],"study_design_scores_gemma":[0.00009792801,0.00034665296,0.92449397,0.00012493021,0.00030561368,0.00015082772,0.022462582,0.016024943,0.0017436208,0.022311559,0.011868171,0.000069110894],"about_ca_topic_score_codex":0.2101157,"about_ca_topic_score_gemma":0.420284,"teacher_disagreement_score":0.2101157,"about_ca_system_score_codex":0.009413114,"about_ca_system_score_gemma":0.0065552006,"threshold_uncertainty_score":0.4177854},"labels":[],"label_agreement":null},{"id":"W2022340312","doi":"10.1016/j.marpol.2012.06.007","title":"The International Plan of Action for Sharks: How does national implementation measure up?","year":2012,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Wildlife Fund Canada; Dalhousie University","funders":"Government of Canada","keywords":"Timeline; Stakeholder; Action plan; Plan (archaeology); Business; Environmental resource management; Fisheries management; Action (physics); Environmental planning; Management by objectives; Stakeholder engagement; Fishery; Political science; Geography; Public relations; Management; Marketing; Economics; Biology","score_opus":0.03312623083303274,"score_gpt":0.3305074309738268,"score_spread":0.29738120014079406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022340312","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":[0.017744875,0.0052510113,0.005644602,0.9021134,0.005247244,0.0004150801,0.0007129072,0.000253967,0.06261695],"genre_scores_gemma":[0.55894405,0.00848519,0.036796696,0.36819786,0.0021804743,0.0031129061,0.002044492,0.0002960377,0.019942205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9287174,0.027438309,0.00510541,0.0031780761,0.021252003,0.014308935],"domain_scores_gemma":[0.928116,0.026376626,0.0061973426,0.0045409184,0.018273413,0.01649554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10974919,0.0013037111,0.0015807548,0.0041882177,0.005940061,0.014305394,0.0053945826,0.019423226,0.012228499],"category_scores_gemma":[0.124649525,0.0010030842,0.0021269834,0.0035075163,0.009195206,0.013984901,0.012018052,0.017127987,0.0017624493],"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":[0.0004241112,0.0014841816,0.046758987,0.0022958193,0.0006584569,0.00038769766,0.006065488,0.0037855362,0.0013562468,0.35872734,0.31364757,0.2644085],"study_design_scores_gemma":[0.0006524634,0.0011999684,0.17887175,0.01262106,0.00077208254,0.0003023611,0.030486684,0.0048441766,0.0029716033,0.2340394,0.53249425,0.0007441336],"about_ca_topic_score_codex":0.057049155,"about_ca_topic_score_gemma":0.06602437,"teacher_disagreement_score":0.10974919,"about_ca_system_score_codex":0.022535529,"about_ca_system_score_gemma":0.15091266,"threshold_uncertainty_score":0.58041614},"labels":[],"label_agreement":null},{"id":"W2023572271","doi":"10.1016/j.marpol.2014.05.019","title":"The development of ships׳ routeing measures in the Bering Strait: Lessons learned from the North Atlantic right whale to protect local whale populations","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Whale; Right whale; Fishery; Oceanography; Arctic; The arctic; Geography; Beaufort scale; Geology","score_opus":0.07730153422160371,"score_gpt":0.29417170278980176,"score_spread":0.21687016856819805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023572271","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":[0.19336814,0.060035232,0.0065418724,0.5547163,0.002770747,0.00021867885,0.00068371266,0.00009423208,0.18157119],"genre_scores_gemma":[0.85248125,0.06402201,0.0119506335,0.04444891,0.0009381738,0.00017895842,0.0004412913,0.000049336453,0.02548945],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972909,0.0009776439,0.00015580513,0.00019632996,0.00066682737,0.00071236695],"domain_scores_gemma":[0.9950682,0.0016669569,0.00049768493,0.00024021641,0.0019442755,0.0005825633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072484696,0.00046617945,0.0002676262,0.0008969863,0.0010617438,0.002629192,0.0015095234,0.0031114388,0.0025490785],"category_scores_gemma":[0.009185123,0.00017391321,0.00046893692,0.0007613966,0.0027604208,0.0024695918,0.0018818233,0.0032715374,0.00023309118],"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":[0.00028519443,0.0008047244,0.059210952,0.002716805,0.0002644642,0.0010655327,0.0079278685,0.013185471,0.00411558,0.16183601,0.07765058,0.67093676],"study_design_scores_gemma":[0.00013589629,0.001045215,0.23683676,0.005702861,0.0003544041,0.00028328,0.019150063,0.0053137857,0.0032059157,0.027839903,0.6999848,0.00014720978],"about_ca_topic_score_codex":0.25140655,"about_ca_topic_score_gemma":0.3967125,"teacher_disagreement_score":0.25140655,"about_ca_system_score_codex":0.005269558,"about_ca_system_score_gemma":0.024987314,"threshold_uncertainty_score":0.4998864},"labels":[],"label_agreement":null},{"id":"W2024123696","doi":"10.1016/j.marpol.2014.11.007","title":"A global map to aid the identification and screening of critical habitat for marine industries","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biodiversity; Habitat; Critical habitat; Seagrass; Marine protected area; Marine habitats; Geography; Environmental resource management; Mangrove; Gap analysis (conservation); Sustainability; Fishery; Marine life; Identification (biology); Ecology; Environmental science; Endangered species; Biology","score_opus":0.015950143862015247,"score_gpt":0.2789958547740982,"score_spread":0.26304571091208295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024123696","genre_codex":"dataset","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":[0.1691326,0.002135734,0.11137321,0.0036634284,0.0007312547,0.0027196717,0.42164785,0.008370168,0.28022614],"genre_scores_gemma":[0.36625156,0.0030143782,0.30636153,0.0003660638,0.00020760525,0.0025244579,0.29602006,0.0009934654,0.02426095],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962914,0.000053459662,0.000028697099,0.000057189827,0.00014401219,0.00008740222],"domain_scores_gemma":[0.9978377,0.00031885275,0.00028285827,0.00018140725,0.0011627034,0.00021647142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065043266,0.0008452132,0.0003065694,0.0100798225,0.0005122613,0.0013857208,0.0006195646,0.00058108254,0.022990948],"category_scores_gemma":[0.0029301988,0.00027640234,0.0005737069,0.010067384,0.00032976517,0.0017805684,0.0019450735,0.00075845176,0.0054955934],"study_design_candidate":"simulation_or_modeling","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":[0.00032211718,0.00034140112,0.13214473,0.0023681566,0.00016097068,0.001819964,0.004375335,0.023563778,0.0098909065,0.022112342,0.36477014,0.4381302],"study_design_scores_gemma":[0.000057753397,0.00014674374,0.2784346,0.00073474384,0.000083604726,0.00080783287,0.005794122,0.016542327,0.0018918244,0.006686369,0.6887016,0.00011853042],"about_ca_topic_score_codex":0.03176012,"about_ca_topic_score_gemma":0.030715592,"teacher_disagreement_score":0.03176012,"about_ca_system_score_codex":0.00083753874,"about_ca_system_score_gemma":0.0028192555,"threshold_uncertainty_score":0.07691234},"labels":[],"label_agreement":null},{"id":"W2027399193","doi":"10.1016/j.marpol.2011.08.011","title":"Classifying levels of protection in Marine Protected Areas","year":2011,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":39,"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 British Columbia","funders":"","keywords":"Marine protected area; Environmental resource management; Zoning; Recreation; Wilderness area; Marine conservation; Marine ecosystem; Natural resource; Protected area; Resource (disambiguation); Biodiversity; Environmental science; Geography; Ecosystem; Ecology; Wilderness; Computer science; Habitat; Engineering","score_opus":0.05614940401988017,"score_gpt":0.24421295462170264,"score_spread":0.18806355060182248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027399193","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":[0.97889596,0.00023846551,0.0011064935,0.0005133084,0.000012741828,0.000052377727,0.00047879518,0.000016914199,0.018684978],"genre_scores_gemma":[0.99814415,0.00005934219,0.0011065118,0.00003692513,0.0000058506057,0.000021827671,0.000252499,0.000003118913,0.00036982613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996398,0.0013255879,0.00041700338,0.00020886298,0.0010290161,0.0006215679],"domain_scores_gemma":[0.97857374,0.009884727,0.00500628,0.001691926,0.002855475,0.0019878652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005504594,0.00023564146,0.0002600364,0.00810773,0.0013306919,0.002469601,0.0006985852,0.00067901344,0.0026938606],"category_scores_gemma":[0.021334223,0.00019107606,0.00041413054,0.00516765,0.0020155667,0.0023473932,0.002296457,0.00086018036,0.00020605417],"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":[0.00027048038,0.00008975482,0.9394339,0.000090525224,0.00008963489,0.00008044987,0.0034315179,0.0019450515,0.000889382,0.016954163,0.0009870963,0.035738148],"study_design_scores_gemma":[0.000015355428,0.0001723285,0.9720419,0.00013068605,0.00004978946,0.00010928417,0.009592614,0.0027436516,0.0004740225,0.009905227,0.004750138,0.000014959449],"about_ca_topic_score_codex":0.013477681,"about_ca_topic_score_gemma":0.02869237,"teacher_disagreement_score":0.013477681,"about_ca_system_score_codex":0.0024051254,"about_ca_system_score_gemma":0.002000066,"threshold_uncertainty_score":0.029111445},"labels":[],"label_agreement":null},{"id":"W2027496941","doi":"10.1016/j.marpol.2010.06.011","title":"Sourcing seafood for the three major markets: The EU, Japan and the USA","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":154,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Fishing; Fishery; Business; Exploit; Fish <Actinopterygii>; International trade; Consumption (sociology); Biology","score_opus":0.012337275495944362,"score_gpt":0.25689610270301316,"score_spread":0.2445588272070688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027496941","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":[0.9297359,0.0037055027,0.0007022891,0.010517167,0.000095613694,0.00004176806,0.00042051496,0.000018500788,0.054762643],"genre_scores_gemma":[0.9873131,0.0016252281,0.0010268334,0.0019813443,0.000024884788,0.000024908293,0.00023532253,0.0000087530525,0.007759621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940574,0.00009245308,0.000034869758,0.000071236405,0.000113348295,0.00028234525],"domain_scores_gemma":[0.99872905,0.00022882267,0.00033891312,0.000035889763,0.00027634494,0.00039092122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014551351,0.00036228859,0.00028731063,0.000992044,0.002104328,0.004808625,0.00047401176,0.0016082757,0.004623144],"category_scores_gemma":[0.0014024663,0.00021535765,0.0003936309,0.0020460696,0.0009680064,0.0026844852,0.0027948285,0.0010997421,0.00025507767],"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":[0.0036697958,0.00048897724,0.55794334,0.0014739545,0.00054753874,0.0035578345,0.010484318,0.0026351276,0.032153625,0.17690289,0.027965503,0.18217708],"study_design_scores_gemma":[0.00022896624,0.00051384774,0.7697636,0.0006547402,0.0005610401,0.00048354326,0.0982896,0.0021160787,0.01196153,0.011891177,0.10339067,0.00014523213],"about_ca_topic_score_codex":0.055095084,"about_ca_topic_score_gemma":0.12348073,"teacher_disagreement_score":0.055095084,"about_ca_system_score_codex":0.002899716,"about_ca_system_score_gemma":0.0067989905,"threshold_uncertainty_score":0.10954875},"labels":[],"label_agreement":null},{"id":"W2029191562","doi":"10.1016/j.marpol.2006.05.003","title":"The ACIA, climate change and fisheries","year":2006,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Climate change; Arctic; The arctic; Causation; Geography; Environmental science; Environmental resource management; Fishery; Oceanography; Political science","score_opus":0.03067756958253102,"score_gpt":0.3055759249977495,"score_spread":0.27489835541521845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029191562","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":[0.21206573,0.11382521,0.0024246366,0.079529405,0.002801263,0.00003040652,0.0014263181,0.000054936307,0.58784205],"genre_scores_gemma":[0.9617848,0.022265928,0.000801389,0.0016263413,0.0007161261,0.000030452313,0.00019214579,0.000013974911,0.012568824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991652,0.000415285,0.000049678863,0.00009634586,0.00016104765,0.00011254031],"domain_scores_gemma":[0.99745554,0.0014784508,0.00034192784,0.00014226185,0.00036682785,0.00021497972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016287775,0.00020818181,0.00025061984,0.002924513,0.0015521876,0.005452395,0.00035195143,0.0015626141,0.0060463673],"category_scores_gemma":[0.004290026,0.00013666535,0.00034015166,0.004676923,0.0022052724,0.002687579,0.0015381376,0.0013278692,0.00029676605],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009185047,0.000049168983,0.029547738,0.00023666587,0.000067672314,0.00010807262,0.00094990374,0.0014772445,0.00023159462,0.91087216,0.015354945,0.041013014],"study_design_scores_gemma":[0.00003385647,0.00013674719,0.1875227,0.0009674037,0.00023456717,0.0003950757,0.0069899075,0.004691562,0.0005938957,0.3433475,0.45504594,0.000040864958],"about_ca_topic_score_codex":0.038727522,"about_ca_topic_score_gemma":0.036063407,"teacher_disagreement_score":0.9612725,"about_ca_system_score_codex":0.003797669,"about_ca_system_score_gemma":0.0053247903,"threshold_uncertainty_score":0.077004194},"labels":[],"label_agreement":null},{"id":"W2029314292","doi":"10.1016/j.marpol.2015.01.001","title":"Timing exclusion and communicating time: A spatial analysis of participation failure in an Indonesian MPA","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University Grants Committee; University of Calgary","keywords":"Marine protected area; Space (punctuation); Resource (disambiguation); Order (exchange); Marine conservation; Environmental resource management; Fishing; Software deployment; Business; Public relations; Knowledge management; Computer science; Political science; Ecology; Economics","score_opus":0.03151838710129,"score_gpt":0.29932227336780937,"score_spread":0.26780388626651935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029314292","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":[0.9984446,0.000019277326,0.0001516321,0.00007100316,7.661466e-7,0.000003737821,0.000044082662,0.0000015238926,0.001263384],"genre_scores_gemma":[0.9997609,0.000010451649,0.00006085383,0.0000028748807,5.367858e-7,0.000003906107,0.000023551944,9.773978e-7,0.0001358649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885833,0.00040990612,0.0000729698,0.00018079844,0.00013942829,0.0003385351],"domain_scores_gemma":[0.9911075,0.004705899,0.0023056543,0.00044378228,0.00073230406,0.0007048812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013411179,0.00012719553,0.00025430886,0.0010375422,0.0013384656,0.0015866425,0.0011574621,0.0005612714,0.0028151108],"category_scores_gemma":[0.0088229105,0.00025377236,0.0002650013,0.0027334576,0.0013691214,0.0013884472,0.001748657,0.00076289085,0.00022736007],"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":[0.00015165965,0.00014510685,0.9779343,0.000021035215,0.000058471956,0.00048523222,0.008988285,0.0023918783,0.00032709722,0.001869476,0.00026884818,0.0073587378],"study_design_scores_gemma":[0.0000028385734,0.0000491177,0.95975035,0.000017768125,0.000042261014,0.00012471198,0.031158678,0.007351982,0.00011243828,0.0007187309,0.0006570829,0.000014100937],"about_ca_topic_score_codex":0.08350175,"about_ca_topic_score_gemma":0.12907985,"teacher_disagreement_score":0.08350175,"about_ca_system_score_codex":0.0020095138,"about_ca_system_score_gemma":0.0016778893,"threshold_uncertainty_score":0.16603142},"labels":[],"label_agreement":null},{"id":"W2030686169","doi":"10.1016/j.marpol.2009.12.002","title":"A new typology of benefits derived from marine protected areas","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":133,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Marine protected area; Marine conservation; Typology; Environmental resource management; Business; Marine ecosystem; Process (computing); Marine fisheries; Fisheries management; Population; Environmental planning; Fishery; Ecosystem; Natural resource economics; Geography; Ecology; Fish <Actinopterygii>; Environmental science; Economics; Computer science; Fishing; Biology","score_opus":0.008461577815545011,"score_gpt":0.21672077455764402,"score_spread":0.208259196742099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030686169","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":[0.26898542,0.0042766263,0.15161596,0.007745971,0.00065581437,0.00026539504,0.0039519467,0.0002871151,0.5622158],"genre_scores_gemma":[0.97231513,0.0009187244,0.016027706,0.00047474893,0.00024276033,0.0002456055,0.00069810264,0.00009197418,0.008985243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99798113,0.00073053443,0.00015431373,0.00025834408,0.000611905,0.0002638347],"domain_scores_gemma":[0.994819,0.002917207,0.00056560466,0.0006782027,0.0005997803,0.00042025835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002073502,0.0005003542,0.0005472802,0.006303594,0.001324191,0.0065776743,0.0008745023,0.001176237,0.014420163],"category_scores_gemma":[0.006619706,0.00017122753,0.0009505941,0.0061504147,0.003439225,0.0063881325,0.0026838826,0.0015483806,0.0005567215],"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":[0.00005563808,0.00003920374,0.013396035,0.00012085924,0.00005883641,0.00011932163,0.0008888172,0.0022427891,0.00040406233,0.93897927,0.0052244468,0.038470726],"study_design_scores_gemma":[0.000030223568,0.00009458237,0.024059474,0.00020862179,0.000069851885,0.00064160925,0.0037530262,0.0073652253,0.00030723726,0.897576,0.06585849,0.000035740777],"about_ca_topic_score_codex":0.0013744968,"about_ca_topic_score_gemma":0.0027284524,"teacher_disagreement_score":0.014420163,"about_ca_system_score_codex":0.0016112162,"about_ca_system_score_gemma":0.0007207903,"threshold_uncertainty_score":0.048240185},"labels":[],"label_agreement":null},{"id":"W2032884950","doi":"10.1016/j.marpol.2005.02.004","title":"Ocean zoning in the Northwest Atlantic","year":2005,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zoning; Nova scotia; Marine spatial planning; Resource (disambiguation); Environmental resource management; Environmental planning; Oceanography; Geography; Political science; Computer science; Environmental science; Geology; Law","score_opus":0.005830186718142829,"score_gpt":0.21736684572180726,"score_spread":0.21153665900366442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032884950","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":[0.9568228,0.002061093,0.0003312617,0.0041051027,0.00007143807,0.000012619048,0.0014886495,0.000028560584,0.035078574],"genre_scores_gemma":[0.9946418,0.0007063017,0.00019370005,0.0001990565,0.000022278658,0.000004202199,0.00030603533,0.000007790805,0.0039187246],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997459,0.000041375064,0.000030172909,0.000039716047,0.000048869,0.000093925475],"domain_scores_gemma":[0.99907434,0.00013158494,0.0003425685,0.00004845936,0.00023585257,0.00016720624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817045,0.00007083712,0.00019657098,0.0017553647,0.0010812697,0.0024040157,0.0003296344,0.00043994564,0.0037883788],"category_scores_gemma":[0.0020156347,0.000118711876,0.00022000917,0.003271872,0.00082633906,0.00088687195,0.0011654361,0.0004452952,0.00010642776],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005511879,0.000048052425,0.8135871,0.00020055556,0.00015617615,0.0002912496,0.002810577,0.008300095,0.0017848971,0.11211889,0.008538121,0.05161296],"study_design_scores_gemma":[0.000022057788,0.00001871028,0.96230435,0.00006564159,0.000035534733,0.000042680982,0.002947491,0.0018958853,0.00014450416,0.005965944,0.026540251,0.000016928527],"about_ca_topic_score_codex":0.5492539,"about_ca_topic_score_gemma":0.78368014,"teacher_disagreement_score":0.5492539,"about_ca_system_score_codex":0.0053333235,"about_ca_system_score_gemma":0.0037091468,"threshold_uncertainty_score":0.9068013},"labels":[],"label_agreement":null},{"id":"W2034467479","doi":"10.1016/j.marpol.2012.10.018","title":"Women and fisheries: Contribution to food security and local economies","year":2012,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":368,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"University of British Columbia; Pew Charitable Trusts","keywords":"Fisheries law; Food security; Fishery; Poverty; Fisheries management; Work (physics); Marine fisheries; Scale (ratio); Revenue; Geography; Fisheries science; Business; Economics; Fishing; Economic growth; Agriculture; Finance","score_opus":0.00834064982348467,"score_gpt":0.20441216499891976,"score_spread":0.19607151517543508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034467479","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":[0.52189845,0.032475285,0.0003559589,0.23834759,0.0008007625,0.000023876662,0.00038655984,0.000008911827,0.20570268],"genre_scores_gemma":[0.9725069,0.010140157,0.0000789494,0.003649997,0.00037098266,0.000015580299,0.000033037424,0.0000055504074,0.013198862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998892,0.0005316977,0.000020795029,0.000057024125,0.00011054131,0.0003879967],"domain_scores_gemma":[0.99668014,0.001708923,0.00047566832,0.000097365126,0.00021915472,0.00081883505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018455241,0.00024446344,0.00027834077,0.0014528364,0.003256075,0.0039818385,0.00043242594,0.001956229,0.015119611],"category_scores_gemma":[0.005707496,0.00019743449,0.00021359533,0.0025820201,0.0050016674,0.002854731,0.0028714356,0.001868239,0.0003240343],"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":[0.0003687379,0.0003053793,0.28851947,0.0004711898,0.00021344575,0.001414802,0.041472644,0.0009118638,0.00036697293,0.51460725,0.033877324,0.117470965],"study_design_scores_gemma":[0.000074981035,0.0002366383,0.3148569,0.0016570501,0.00027335656,0.00080159743,0.19669585,0.0006632155,0.000468551,0.15144008,0.33274224,0.000089622255],"about_ca_topic_score_codex":0.032851852,"about_ca_topic_score_gemma":0.08836572,"teacher_disagreement_score":0.032851852,"about_ca_system_score_codex":0.0036059234,"about_ca_system_score_gemma":0.005075313,"threshold_uncertainty_score":0.06532127},"labels":[],"label_agreement":null},{"id":"W2034561862","doi":"10.1016/j.marpol.2014.08.009","title":"Governance fit for climate change in a Caribbean coastal-marine context","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; International Development Research Centre","keywords":"Corporate governance; Deliberation; Small Island Developing States; Context (archaeology); Environmental resource management; Government (linguistics); Climate change; Flexibility (engineering); Adaptive capacity; Business; Variety (cybernetics); Adaptive management; Collaborative governance; Environmental planning; Political science; Geography; Economics; Ecology; Management","score_opus":0.01592582016868875,"score_gpt":0.2519445524686849,"score_spread":0.23601873229999615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034561862","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":[0.637064,0.0005907826,0.0050755427,0.05814135,0.00011820397,0.00010606907,0.00032430244,0.000042363157,0.29853746],"genre_scores_gemma":[0.99746764,0.00007792317,0.0001950192,0.0004210025,0.000009584005,0.000013804416,0.000015466478,0.0000068845925,0.0017926192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9983621,0.0005369911,0.00003661975,0.00012882349,0.00013813336,0.0007972463],"domain_scores_gemma":[0.99752265,0.00033347384,0.00027406384,0.00013990366,0.00038228734,0.001347507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018480531,0.00015396971,0.00031278693,0.000854355,0.005719848,0.009083895,0.00067840674,0.0017159887,0.008939129],"category_scores_gemma":[0.0062422883,0.00013927385,0.00020393151,0.0011799498,0.004455999,0.0021592993,0.004054355,0.0021676342,0.00020275425],"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":[0.00006647471,0.00010192775,0.035571072,0.000059691683,0.00006295957,0.001505397,0.0152187245,0.006721223,0.00085146964,0.91516405,0.009117851,0.015559086],"study_design_scores_gemma":[0.00005422265,0.00007488365,0.13103844,0.00023456229,0.00008774077,0.00032033175,0.10647614,0.014134306,0.00036435717,0.6144449,0.13264094,0.00012924921],"about_ca_topic_score_codex":0.16861838,"about_ca_topic_score_gemma":0.41229972,"teacher_disagreement_score":0.16861838,"about_ca_system_score_codex":0.007980339,"about_ca_system_score_gemma":0.011729982,"threshold_uncertainty_score":0.3352738},"labels":[],"label_agreement":null},{"id":"W2034984943","doi":"10.1016/j.marpol.2010.01.007","title":"Network approach for understanding small-scale fisheries governance: The case of the Chilean coastal co-management system","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":132,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Social Sciences and Humanities Research Council of Canada; Universidad de Chile; Canada Research Chairs","keywords":"Grassroots; Corporate governance; Flexibility (engineering); Business; Social network analysis; Fisheries management; Scale (ratio); Function (biology); Resource management (computing); Environmental resource management; Government (linguistics); Fishery; Computer science; Economics; Geography; Political science; Social capital; Management","score_opus":0.019001147060481074,"score_gpt":0.21533570906022376,"score_spread":0.1963345619997427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034984943","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":[0.5050217,0.0018589678,0.34627628,0.016618405,0.00008227745,0.0002502963,0.00077433913,0.00009275473,0.12902495],"genre_scores_gemma":[0.97755665,0.0006085444,0.015923094,0.000096011085,0.00003345794,0.00012026168,0.00008727448,0.000011750624,0.005562963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99937755,0.00036836794,0.000021740392,0.00009687775,0.000053289754,0.00008226418],"domain_scores_gemma":[0.9966714,0.0021811756,0.000513659,0.00018616859,0.00018576848,0.00026186462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017521182,0.00033490892,0.00039876864,0.0015868896,0.0014611294,0.0034736076,0.0013449622,0.0015046836,0.008835221],"category_scores_gemma":[0.0049527683,0.000257428,0.00047187533,0.0021651995,0.0021724333,0.004986491,0.0013849266,0.0009779525,0.00018697677],"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":[0.000042825613,0.00009447165,0.015030181,0.00007236509,0.00007791054,0.0003583,0.0016467761,0.087222815,0.00030907692,0.88128775,0.0016359604,0.012221572],"study_design_scores_gemma":[0.00003197076,0.000035160127,0.012905247,0.000070594164,0.00005671167,0.00015960261,0.00408065,0.3382676,0.000104121485,0.63342404,0.010836885,0.000027452392],"about_ca_topic_score_codex":0.03434975,"about_ca_topic_score_gemma":0.040556286,"teacher_disagreement_score":0.03434975,"about_ca_system_score_codex":0.0038884566,"about_ca_system_score_gemma":0.0020033037,"threshold_uncertainty_score":0.06829959},"labels":[],"label_agreement":null},{"id":"W2035020339","doi":"10.1016/j.marpol.2006.05.011","title":"Marine ecosystem variability and human community responses: The example of Ghana, West Africa","year":2006,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Freshwater Fisheries Society of BC; University of British Columbia; Fisheries and Oceans Canada","funders":"National Institutes of Natural Sciences","keywords":"Fishing; Pelagic zone; Fishery; Upwelling; Livelihood; Geography; Sea surface temperature; Marine ecosystem; Overexploitation; Ecosystem; Demersal fish; Oceanography; Environmental science; Ecology; Biology","score_opus":0.02850366645013679,"score_gpt":0.2706751409371125,"score_spread":0.24217147448697568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035020339","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":[0.98531795,0.0017853306,0.00017998822,0.0050469083,0.000013122305,0.000017839204,0.00014869243,0.00000351839,0.007486587],"genre_scores_gemma":[0.99853885,0.0008413123,0.000113271904,0.0001024804,0.0000056116105,0.000007400646,0.000017034048,0.0000013882175,0.00037254582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954456,0.00025088098,0.000008615736,0.000017294682,0.000016858949,0.00016189246],"domain_scores_gemma":[0.9986563,0.00074534095,0.0002745117,0.00003093639,0.00009337447,0.00019956852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007144684,0.00022830022,0.00026144047,0.0010515001,0.0016521455,0.0013729145,0.0004412262,0.0010256096,0.002266303],"category_scores_gemma":[0.0023266862,0.00012843809,0.00018840544,0.003995095,0.0019165458,0.0014105452,0.0012717189,0.00077164726,0.000075542914],"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":[0.0012389378,0.00040701038,0.6482613,0.0014042982,0.0003131486,0.039988674,0.12406358,0.0065411925,0.0024112312,0.08248491,0.008501022,0.08438467],"study_design_scores_gemma":[0.00015401133,0.00021759007,0.694624,0.000724506,0.00017156333,0.0030283683,0.25823143,0.0035351568,0.0004958724,0.016590644,0.022176042,0.00005083547],"about_ca_topic_score_codex":0.18817139,"about_ca_topic_score_gemma":0.3148616,"teacher_disagreement_score":0.18817139,"about_ca_system_score_codex":0.003407964,"about_ca_system_score_gemma":0.0017337797,"threshold_uncertainty_score":0.37415224},"labels":[],"label_agreement":null},{"id":"W2039631047","doi":"10.1016/j.marpol.2015.01.013","title":"Key principles of marine ecosystem-based management","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":532,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of New Brunswick; Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Great Barrier Reef Marine Park Authority","keywords":"Key (lock); Ecosystem; Ecosystem-based management; Environmental resource management; Marine ecosystem; Business; Computer science; Ecology; Environmental science; Biology; Computer security","score_opus":0.019378361524378575,"score_gpt":0.23337954595869612,"score_spread":0.21400118443431754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039631047","genre_codex":"other","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":[0.008405616,0.013494529,0.2662774,0.08756076,0.0015770083,0.0014211867,0.00081846886,0.00032266046,0.6201224],"genre_scores_gemma":[0.3868292,0.02809517,0.50039035,0.013264347,0.0014176852,0.003206645,0.0005718864,0.0002281293,0.06599664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99248487,0.00211452,0.00085875357,0.0008280397,0.0031886762,0.0005252217],"domain_scores_gemma":[0.9961223,0.0011885557,0.00060137763,0.00041506076,0.0013536295,0.00031910674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009965794,0.0011565264,0.0008557629,0.002973573,0.002991789,0.00875695,0.0024919845,0.0037084485,0.0050927224],"category_scores_gemma":[0.008627611,0.0004885638,0.00094021304,0.002537815,0.013848807,0.004527742,0.0061175255,0.004684254,0.0020877963],"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":[0.000004851731,0.000019565457,0.0004907983,0.00038232328,0.000014223414,0.00006487967,0.0010866098,0.0016209559,0.00020022749,0.9597708,0.0067304783,0.029614234],"study_design_scores_gemma":[0.00001024925,0.000027425696,0.0010871763,0.0011477428,0.000013609398,0.00011771344,0.00074288534,0.0013760712,0.00027360898,0.687431,0.3077463,0.000026292812],"about_ca_topic_score_codex":0.00658453,"about_ca_topic_score_gemma":0.008062887,"teacher_disagreement_score":0.009965794,"about_ca_system_score_codex":0.0071941284,"about_ca_system_score_gemma":0.013013806,"threshold_uncertainty_score":0.05270475},"labels":[],"label_agreement":null},{"id":"W2042121319","doi":"10.1016/j.marpol.2009.03.001","title":"An overview of socio-economic and ecological perspectives of Fiji's inshore reef fisheries","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":71,"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 British Columbia","funders":"","keywords":"Fishing; Fishery; Subsistence agriculture; Coral reef organizations; Coral reef; Reef; Coral reef protection; Aquaculture of coral; Context (archaeology); Geography; Fisheries management; Biology","score_opus":0.025436561400101167,"score_gpt":0.2857764181133187,"score_spread":0.2603398567132176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042121319","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":[0.047364954,0.77223384,0.0039496305,0.057129905,0.0014364257,0.000066094675,0.0012640626,0.00007206238,0.11648306],"genre_scores_gemma":[0.15477182,0.81307334,0.006061703,0.005889119,0.0019340086,0.00011993968,0.0008199626,0.0000150172655,0.017315105],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997658,0.00006840526,0.000018481815,0.000016193655,0.000057705267,0.00007340269],"domain_scores_gemma":[0.99966836,0.00014735288,0.00005661483,0.00000750455,0.00007709735,0.00004307958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008413835,0.0005628416,0.00027054982,0.0046850587,0.0015570468,0.0028511675,0.00053558295,0.0011678744,0.004264339],"category_scores_gemma":[0.00072739506,0.00021683682,0.0003212518,0.00620225,0.00094366376,0.0028606062,0.00089124474,0.0012458509,0.00028337256],"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":[0.0001401359,0.00015742701,0.019625323,0.0059505533,0.00015980234,0.0010810501,0.006098883,0.0027641335,0.0029019825,0.3147656,0.10448386,0.5418713],"study_design_scores_gemma":[0.000004069099,0.00007558727,0.056400046,0.0023761613,0.00007739158,0.0004499424,0.004616065,0.0008819767,0.00025156024,0.027810918,0.9070189,0.00003732436],"about_ca_topic_score_codex":0.0320738,"about_ca_topic_score_gemma":0.085767105,"teacher_disagreement_score":0.0320738,"about_ca_system_score_codex":0.003211767,"about_ca_system_score_gemma":0.0029408769,"threshold_uncertainty_score":0.06377423},"labels":[],"label_agreement":null},{"id":"W2042151488","doi":"10.1016/j.marpol.2009.11.010","title":"Coastal management challenges from a community perspective: The problem of ‘stealth privatization’ in a Canadian fishery","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; Simon Fraser University; University of New Brunswick","funders":"","keywords":"Devolution (biology); Government (linguistics); Fishery; Corporate governance; Business; Community-based management; Sustainability; Fishing; Stewardship (theology); Fisheries management; Participatory rural appraisal; Environmental planning; Environmental resource management; Geography; Political science; Ecology; Economics; Finance; Agriculture","score_opus":0.009711915787993306,"score_gpt":0.23618380686753143,"score_spread":0.22647189107953813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042151488","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":[0.16248266,0.0015475464,0.001597961,0.67591995,0.00036383353,0.000051459727,0.000093431045,0.00003474264,0.15790837],"genre_scores_gemma":[0.9371217,0.0007380883,0.0007498592,0.041923624,0.0001507575,0.000024360654,0.00002556661,0.000019628715,0.019246612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99352163,0.0010243962,0.0000983583,0.00045248633,0.0012751649,0.0036279638],"domain_scores_gemma":[0.990198,0.0023188794,0.0005331439,0.00028383077,0.0024023391,0.004263687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073608523,0.00029576418,0.000523903,0.0010957202,0.029785706,0.011042247,0.0029901124,0.014966827,0.0103375055],"category_scores_gemma":[0.01133792,0.00039074986,0.00070202857,0.0019840535,0.020290736,0.0052011507,0.0062052133,0.009463758,0.00024352173],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007443734,0.00017201624,0.012110759,0.00014248997,0.00007524141,0.0021137374,0.026388878,0.0044196555,0.001158332,0.7986008,0.11162914,0.04311455],"study_design_scores_gemma":[0.00011823526,0.00013129404,0.05820343,0.0005973397,0.0001378687,0.00084567495,0.14439332,0.0063768663,0.0006895612,0.25224516,0.53588617,0.00037506883],"about_ca_topic_score_codex":0.9378599,"about_ca_topic_score_gemma":0.97588,"teacher_disagreement_score":0.062140107,"about_ca_system_score_codex":0.05934333,"about_ca_system_score_gemma":0.17210095,"threshold_uncertainty_score":0.43056804},"labels":[],"label_agreement":null},{"id":"W2044968254","doi":"10.1016/j.marpol.2009.06.009","title":"Illegal, unreported and unregulated fisheries catch in Raja Ampat Regency, Eastern Indonesia","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":85,"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 British Columbia","funders":"Nature Conservancy; David and Lucile Packard Foundation","keywords":"Raja; Fishery; Livelihood; Tuna; Sustainability; Fisheries management; Geography; Marine fisheries; Fishing; Fish <Actinopterygii>; Biology; Ecology","score_opus":0.013545625548392384,"score_gpt":0.25691939929505375,"score_spread":0.24337377374666136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044968254","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":[0.99843603,0.000031469383,0.000008669659,0.00006942283,0.00000201729,0.000002657972,0.000049998955,9.617396e-7,0.0013987188],"genre_scores_gemma":[0.998187,0.000054374083,0.000029136841,0.000026334998,0.0000016343189,0.000005403856,0.000047967023,0.0000010732925,0.0016469588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997259,0.00005522421,0.0000317391,0.00002976998,0.00005188987,0.000105582505],"domain_scores_gemma":[0.9992507,0.00014947333,0.0002971433,0.000024666311,0.00008500481,0.00019295253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003474564,0.00010185677,0.00014527862,0.00051923236,0.0013730824,0.00095244084,0.0004996391,0.00029577376,0.0023690162],"category_scores_gemma":[0.00074213895,0.0001473893,0.000121310884,0.0006505583,0.0010575565,0.0004843022,0.0010412758,0.0005935362,0.00019971636],"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":[0.00031140939,0.00030890232,0.96590835,0.00008662144,0.000031879557,0.005056732,0.010307261,0.00043353077,0.0013191293,0.0026237632,0.0012894408,0.012323029],"study_design_scores_gemma":[0.000005903903,0.000077990524,0.9559967,0.000032203723,0.000017061138,0.000741146,0.040011026,0.0006626685,0.00032299856,0.00029373507,0.0018281742,0.000010295019],"about_ca_topic_score_codex":0.06458145,"about_ca_topic_score_gemma":0.20417407,"teacher_disagreement_score":0.06458145,"about_ca_system_score_codex":0.0016346711,"about_ca_system_score_gemma":0.0017599779,"threshold_uncertainty_score":0.12841111},"labels":[],"label_agreement":null},{"id":"W2046540983","doi":"10.1016/s0308-597x(01)00025-2","title":"Caird Medal address","year":2001,"lang":"en","type":"article","venue":"Marine Policy","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medal; Geography; Archaeology","score_opus":0.04842239301217035,"score_gpt":0.23726596609382083,"score_spread":0.18884357308165048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046540983","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":[0.0006866106,0.0030064771,0.0002534059,0.009525792,0.010041232,0.00005842053,0.0014273433,0.0005720514,0.97442865],"genre_scores_gemma":[0.00061686937,0.00028936457,0.00005079913,0.00035673004,0.00033930165,0.0000065115223,0.00011652303,0.00004075069,0.9981832],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963367,0.000024069877,0.000012474469,0.00011529238,0.00014728398,0.000067138906],"domain_scores_gemma":[0.9992353,0.00007755335,0.000036589892,0.000060272134,0.00027348674,0.00031681452],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003992519,0.0013345852,0.0010045681,0.0018471879,0.0024835332,0.002937773,0.0012893,0.0033041823,0.8833397],"category_scores_gemma":[0.0019649963,0.00038450098,0.00061649486,0.0011852804,0.00054072496,0.0012726052,0.0020979254,0.002430959,0.6824947],"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":[0.00013180947,0.000030893476,0.00013933037,0.000094663315,0.000005877294,0.00012595231,0.000033667537,0.00006324462,0.00029194722,0.0032670777,0.92750084,0.06831473],"study_design_scores_gemma":[0.000013683375,0.000018564755,0.0003648726,0.000035238954,0.0000025556412,0.00004578374,0.000035048648,0.000047519698,0.00008311255,0.0004478332,0.99890244,0.0000034419113],"about_ca_topic_score_codex":0.004239449,"about_ca_topic_score_gemma":0.016144479,"teacher_disagreement_score":0.8833397,"about_ca_system_score_codex":0.001257431,"about_ca_system_score_gemma":0.0009567122,"threshold_uncertainty_score":0.16640174},"labels":[],"label_agreement":null},{"id":"W2047656794","doi":"10.1016/j.marpol.2014.08.012","title":"Introduction to the special issue marine policy science, state and fishers knowledge in the Benguela ecosystem in Southern Africa","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","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":"Memorial University of Newfoundland","funders":"","keywords":"Context (archaeology); Marine ecosystem; State (computer science); Geography; Ecosystem; Political science; Environmental resource management; Fishery; Oceanography; Ecology; Environmental science; Biology; Computer science; Geology; Archaeology","score_opus":0.004903867931352782,"score_gpt":0.21573779918615088,"score_spread":0.2108339312547981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047656794","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":[0.004294053,0.07598795,0.0009105829,0.3190879,0.57255334,0.00010314581,0.0015371649,0.00010550347,0.025420306],"genre_scores_gemma":[0.023279164,0.07627808,0.0009741989,0.07321264,0.66839576,0.00019189226,0.0017614926,0.00030037342,0.15560634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948055,0.00009435432,0.000053825952,0.00009498803,0.00012941714,0.00014689099],"domain_scores_gemma":[0.996653,0.0013346098,0.00026070065,0.00008265695,0.0006241532,0.0010449431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018241665,0.0009559705,0.0009719821,0.0025348824,0.0021564674,0.005314007,0.0013752275,0.0032409579,0.03439858],"category_scores_gemma":[0.0030703347,0.0003196412,0.0007227059,0.0019495608,0.0010536456,0.0033780218,0.0028743644,0.0041012983,0.0039680083],"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":[0.000023797422,0.00003089561,0.00045621666,0.00030479094,0.0000068496906,0.00014498811,0.0002800928,0.000065026186,0.00024989326,0.0016828375,0.9801626,0.01659203],"study_design_scores_gemma":[0.0000069698713,0.000024282414,0.0034651444,0.0004328121,0.000010265949,0.00013810016,0.00082181726,0.00006995393,0.000098701756,0.0011970458,0.99372274,0.000012231945],"about_ca_topic_score_codex":0.010011335,"about_ca_topic_score_gemma":0.028776063,"teacher_disagreement_score":0.03439858,"about_ca_system_score_codex":0.0021009473,"about_ca_system_score_gemma":0.0040228507,"threshold_uncertainty_score":0.115074754},"labels":[],"label_agreement":null},{"id":"W2048356429","doi":"10.1016/j.marpol.2004.02.004","title":"Integrated ocean management and the collaborative planning process: the Eastern Scotian Shelf Integrated Management (ESSIM) Initiative","year":2004,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography","funders":"","keywords":"Environmental resource management; Business; Stakeholder; Sustainability; Resource management (computing); Environmental planning; Government (linguistics); Geography; Political science; Environmental science; Ecology; Public relations","score_opus":0.00856290335027148,"score_gpt":0.23794858869093707,"score_spread":0.22938568534066558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048356429","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":[0.608423,0.0070230025,0.010040181,0.13925387,0.00097065605,0.0006970585,0.0016142465,0.00033466247,0.23164321],"genre_scores_gemma":[0.89425004,0.0015598985,0.0104051465,0.007906651,0.00009913067,0.00017341603,0.0010357945,0.000046783833,0.08452308],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99851125,0.000305891,0.000045606215,0.00008634555,0.00057547074,0.00047534055],"domain_scores_gemma":[0.9938257,0.0010877919,0.00049800036,0.0002563512,0.0011444269,0.0031877581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035760608,0.00021756289,0.00010731128,0.0004822106,0.0018735933,0.0026718075,0.00067505747,0.0010815952,0.0034314608],"category_scores_gemma":[0.0059719793,0.00022623045,0.00013066921,0.00091402786,0.0009488062,0.00074226625,0.0027746626,0.00095381704,0.00019087012],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010424673,0.00072666816,0.14285849,0.00033118878,0.00016610771,0.0012610655,0.0077879485,0.012531512,0.0042951345,0.112881236,0.24112514,0.47499305],"study_design_scores_gemma":[0.0004570077,0.00034321356,0.47788817,0.0004131789,0.00009573803,0.0002185486,0.009247142,0.0143533135,0.0024263537,0.009655281,0.4848272,0.00007481051],"about_ca_topic_score_codex":0.71405,"about_ca_topic_score_gemma":0.863932,"teacher_disagreement_score":0.28595,"about_ca_system_score_codex":0.01017344,"about_ca_system_score_gemma":0.062912874,"threshold_uncertainty_score":0.57526803},"labels":[],"label_agreement":null},{"id":"W2048493110","doi":"10.1016/j.marpol.2012.12.011","title":"Strategic environmental assessment opportunities and risks for Arctic offshore energy planning and development","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Strategic environmental assessment; Arctic; Business; Environmental resource management; Environmental planning; Submarine pipeline; Stakeholder; Flexibility (engineering); Upstream (networking); Environmental impact assessment; Environmental economics; Environmental science; Engineering; Economics; Oceanography; Political science","score_opus":0.07834594266868872,"score_gpt":0.3191664842498723,"score_spread":0.2408205415811836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048493110","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":[0.19927113,0.010239741,0.03915579,0.13816784,0.0011326704,0.00016066436,0.00079054217,0.00015290256,0.6109286],"genre_scores_gemma":[0.9536032,0.006122819,0.020629026,0.0033449675,0.00015091967,0.000098377226,0.00030052112,0.000026545835,0.015723525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9969212,0.0014180419,0.00009670086,0.00009283185,0.0010260054,0.00044526532],"domain_scores_gemma":[0.9958625,0.0016747756,0.0002573569,0.00010669827,0.0014024348,0.0006962567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008968143,0.0005332863,0.00027644003,0.0023818302,0.003040544,0.008099126,0.00067659334,0.002561018,0.005539064],"category_scores_gemma":[0.009598812,0.0003083845,0.000385509,0.001719107,0.0020708179,0.003645176,0.003510274,0.0019494152,0.00043223493],"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":[0.0003439936,0.00019398946,0.015981205,0.00028439646,0.00007385627,0.00057845254,0.0022757328,0.030072285,0.0014248319,0.7266896,0.039280012,0.18280174],"study_design_scores_gemma":[0.000026946514,0.00017061853,0.011630497,0.0009854374,0.00009563405,0.0003217299,0.028263493,0.02427082,0.0023236163,0.72144544,0.21033917,0.00012655095],"about_ca_topic_score_codex":0.031596173,"about_ca_topic_score_gemma":0.11255863,"teacher_disagreement_score":0.031596173,"about_ca_system_score_codex":0.0056412187,"about_ca_system_score_gemma":0.024802417,"threshold_uncertainty_score":0.06282455},"labels":[],"label_agreement":null},{"id":"W2050388055","doi":"10.1016/j.marpol.2010.07.006","title":"Multi-stakeholder perspectives on the use and influence of “grey” scientific information in fisheries management","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Stakeholder; Fisheries management; Business; Fishery; Fisheries science; Environmental resource management; Political science; Economics; Biology; Public relations; Fishing","score_opus":0.037318271730324405,"score_gpt":0.23089537803076865,"score_spread":0.19357710630044425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050388055","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":[0.24116501,0.008298886,0.039647408,0.37869835,0.00063820806,0.00017404278,0.00018623195,0.000051722443,0.33114013],"genre_scores_gemma":[0.99310327,0.0006885069,0.0021459868,0.0031914907,0.00017073046,0.000037148922,0.000009959289,0.000011832544,0.00064104475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.89940006,0.07273754,0.0035911242,0.002998104,0.016681457,0.004591732],"domain_scores_gemma":[0.5887513,0.3745209,0.012019445,0.0066919057,0.014405683,0.0036106887],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.11757965,0.00075034646,0.0008893268,0.0062727346,0.008265904,0.021106327,0.0020705657,0.012407631,0.0038568433],"category_scores_gemma":[0.12467234,0.0007869645,0.0010485247,0.0048480663,0.036396693,0.016802222,0.009400189,0.0077071832,0.00018895972],"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":[0.00025045784,0.000085734544,0.0053415727,0.00054088316,0.00023120573,0.0013252827,0.047723446,0.0046897316,0.0018494175,0.90400153,0.004889815,0.02907084],"study_design_scores_gemma":[0.00009860581,0.00016275328,0.0075305533,0.0013373281,0.00032652932,0.00041612817,0.036567137,0.0071126167,0.0027208375,0.8948697,0.048719447,0.00013828719],"about_ca_topic_score_codex":0.008598105,"about_ca_topic_score_gemma":0.008935991,"teacher_disagreement_score":0.9788937,"about_ca_system_score_codex":0.012878652,"about_ca_system_score_gemma":0.00945697,"threshold_uncertainty_score":0.6218281},"labels":[],"label_agreement":null},{"id":"W2051446596","doi":"10.1016/j.marpol.2010.10.019","title":"Marine mammal co-management in Canada’s Arctic: Knowledge co-production for learning and adaptive capacity","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"ArcticNet; Marine Mammal Commission","keywords":"Knowledge management; Context (archaeology); Production (economics); Knowledge production; Adaptive management; Knowledge creation; Business; Process (computing); Knowledge sharing; Environmental resource management; Computer science; Geography; Environmental science; Marketing","score_opus":0.04091075940553984,"score_gpt":0.37345043371346726,"score_spread":0.3325396743079274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051446596","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":[0.81118655,0.0023871022,0.0007310585,0.061166957,0.00011222752,0.00004082318,0.0002200099,0.000020782427,0.12413441],"genre_scores_gemma":[0.9955491,0.00046221158,0.0002372826,0.000413945,0.000017601817,0.0000064545256,0.000019755578,0.0000024034944,0.0032913454],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99825937,0.00042854354,0.000025736652,0.0001225131,0.00025779827,0.0009060775],"domain_scores_gemma":[0.9932046,0.0012571425,0.0005353086,0.00018252202,0.0016277331,0.0031927465],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017979292,0.00017404625,0.00020974087,0.001220547,0.00939074,0.0055899993,0.0011532106,0.0013899978,0.0068867803],"category_scores_gemma":[0.005623027,0.00014551291,0.0001898182,0.0015422938,0.0052491743,0.0021945022,0.004035223,0.0012164668,0.0002679752],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043243828,0.00060104165,0.49790323,0.00047299193,0.00015887804,0.0015968853,0.08075638,0.0034590461,0.0019830705,0.1125825,0.033706933,0.2663465],"study_design_scores_gemma":[0.000035782003,0.00013009962,0.560109,0.00071947085,0.000118826705,0.00031394477,0.2981949,0.004798365,0.0011151516,0.035229176,0.09914877,0.00008649964],"about_ca_topic_score_codex":0.94579077,"about_ca_topic_score_gemma":0.97924346,"teacher_disagreement_score":0.9906093,"about_ca_system_score_codex":0.03837015,"about_ca_system_score_gemma":0.10384981,"threshold_uncertainty_score":0.2783962},"labels":[],"label_agreement":null},{"id":"W2052284299","doi":"10.1016/j.marpol.2007.08.001","title":"Right whales and vessels in Canadian waters","year":2007,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"National Oceanic and Atmospheric Administration","keywords":"Fishery; Oceanography; Geology; Biology","score_opus":0.007850243181361795,"score_gpt":0.23946748647573013,"score_spread":0.23161724329436834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052284299","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":[0.18527503,0.30529577,0.0009997115,0.21298873,0.0021574746,0.00012283609,0.00475062,0.000060382925,0.28834945],"genre_scores_gemma":[0.6276469,0.25024253,0.0015121723,0.023886405,0.0009449626,0.0000699035,0.0019428467,0.000035524867,0.09371871],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966749,0.0003847417,0.00014944347,0.00027047997,0.0012252331,0.0012952182],"domain_scores_gemma":[0.99455124,0.0012047744,0.00054080563,0.00014494194,0.0023727093,0.00118555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039176047,0.00033356296,0.0003449714,0.005491183,0.0058219633,0.0050554345,0.0015891811,0.0030752236,0.007796016],"category_scores_gemma":[0.006468124,0.0003988021,0.00046435578,0.013136538,0.0044779247,0.0029096042,0.0019142702,0.0020956087,0.00025941015],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003376369,0.00014592502,0.18612021,0.0027804181,0.00019510713,0.0010350047,0.022305584,0.0029738967,0.0010507633,0.18719164,0.24612793,0.34973583],"study_design_scores_gemma":[0.000018026189,0.000045693043,0.39110202,0.0012876006,0.00012592503,0.00015969077,0.029090805,0.00036158672,0.00026712316,0.0061830827,0.5712749,0.00008350614],"about_ca_topic_score_codex":0.995758,"about_ca_topic_score_gemma":0.9986633,"teacher_disagreement_score":0.059023708,"about_ca_system_score_codex":0.059023708,"about_ca_system_score_gemma":0.11378494,"threshold_uncertainty_score":0.428249},"labels":[],"label_agreement":null},{"id":"W2056669806","doi":"10.1016/j.marpol.2009.08.007","title":"Impacts of climate variability and change on fishery-based livelihoods","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":533,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Department for International Development; Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Natural Environment Research Council; Sight Research UK; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Livelihood; Climate change; Vulnerability (computing); Food security; Natural resource economics; Environmental resource management; Adaptive capacity; Fisheries management; Asset (computer security); Business; Geography; Fishery; Fishing; Agriculture; Economics; Ecology; Biology","score_opus":0.019692583882109777,"score_gpt":0.28736105138088525,"score_spread":0.2676684674987755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056669806","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":[0.9660087,0.0015355217,0.0010042854,0.010617804,0.00021939952,0.000016719798,0.002352478,0.00002373803,0.018221483],"genre_scores_gemma":[0.9973003,0.0008796436,0.00012566303,0.0003762142,0.00006767727,0.0000065763393,0.00027238746,0.0000066753546,0.00096484035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993017,0.00022720377,0.000032146596,0.00006283203,0.00008924434,0.00028689188],"domain_scores_gemma":[0.99794763,0.000614734,0.00066716917,0.00007809483,0.0003808785,0.00031151928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011599191,0.00024755366,0.0003025116,0.0007372743,0.0006694417,0.0017390628,0.00047882347,0.001240461,0.0043217055],"category_scores_gemma":[0.0040670326,0.00015224062,0.0006387073,0.0016227415,0.0010836073,0.001303675,0.0012311443,0.00090177875,0.0002624254],"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":[0.0016118927,0.00048756687,0.8539918,0.00020180456,0.00075813493,0.0012541448,0.00077301334,0.04645412,0.004284198,0.038019065,0.008829193,0.04333508],"study_design_scores_gemma":[0.00005938413,0.00031311883,0.94370884,0.000051734445,0.00020959307,0.00026648256,0.0027075328,0.021146288,0.0013959032,0.018915981,0.0111643085,0.00006092738],"about_ca_topic_score_codex":0.050068,"about_ca_topic_score_gemma":0.07426311,"teacher_disagreement_score":0.050068,"about_ca_system_score_codex":0.0028661774,"about_ca_system_score_gemma":0.0013644269,"threshold_uncertainty_score":0.09955311},"labels":[],"label_agreement":null},{"id":"W2057384612","doi":"10.1016/j.marpol.2012.06.014","title":"Polar bears and CITES: A rejoinder to Parsons and Cornick","year":2012,"lang":"en","type":"article","venue":"Marine Policy","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Wildlife Fund Canada; Nunavut Research Institute; Inuit Tapiriit Kanatami; University of Alberta; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada; ArcticNet","keywords":"CITES; IUCN Red List; Subsistence agriculture; Context (archaeology); Political science; Scope (computer science); Geography; Ecology; Archaeology; Biology","score_opus":0.043051142051669294,"score_gpt":0.3984251598091126,"score_spread":0.35537401775744326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057384612","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003610069,0.0018795022,0.00017653729,0.97929,0.015680656,0.000016822774,0.000030223378,0.000018617315,0.0025466261],"genre_scores_gemma":[0.004559236,0.0013169884,0.0004362597,0.9644579,0.019981166,0.000050570394,0.000021727625,0.00006608662,0.00910997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97419614,0.0051123993,0.0026460553,0.004690965,0.009717,0.0036374102],"domain_scores_gemma":[0.86170167,0.09133574,0.0046363627,0.0057581286,0.026776254,0.0097918715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039990388,0.001757694,0.004005506,0.0040062917,0.030933848,0.025197579,0.009843073,0.16260248,0.009104585],"category_scores_gemma":[0.11588553,0.0026478574,0.0027155317,0.0049750013,0.03335306,0.02682159,0.012898725,0.11697404,0.006005579],"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":[0.00003295167,0.000024154811,0.00034977408,0.000079056066,0.00003745465,0.00019755775,0.0035565007,0.00006386192,0.00013588036,0.019723782,0.96985495,0.005944218],"study_design_scores_gemma":[0.000048538484,0.000023672445,0.0011121462,0.00075965055,0.00006931327,0.00015615011,0.007610254,0.00015011038,0.00023239665,0.024358835,0.96529305,0.00018585828],"about_ca_topic_score_codex":0.11352284,"about_ca_topic_score_gemma":0.18394475,"teacher_disagreement_score":0.16260248,"about_ca_system_score_codex":0.009982778,"about_ca_system_score_gemma":0.030902036,"threshold_uncertainty_score":0.2257241},"labels":[],"label_agreement":null},{"id":"W2057410113","doi":"10.1016/j.marpol.2006.09.005","title":"Patterns of fisheries institutional failure and success: Experience from the Southern Gulf of St. Lawrence snow crab fishery, in Nova Scotia, Canada","year":2006,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wageningen University and Research","keywords":"Negotiation; Fishery; Nova scotia; Fishing; Groundfish; Interdependence; Fisheries management; Government (linguistics); Fish <Actinopterygii>; Business; Geography; Political science","score_opus":0.010281650595706206,"score_gpt":0.22502540555482664,"score_spread":0.21474375495912043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057410113","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":[0.9987501,0.0001174857,0.0000155604,0.00014709515,0.0000024521455,0.000009159998,0.00032467223,0.0000010757286,0.00063237536],"genre_scores_gemma":[0.9981914,0.00021080984,0.000046904814,0.00004943535,0.0000015871036,0.0000077207205,0.0002943308,0.0000018490186,0.001195958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994068,0.0000835421,0.000036186237,0.00006262339,0.00013587897,0.00027484825],"domain_scores_gemma":[0.99751246,0.00021015255,0.0004919768,0.000067363166,0.0008867625,0.0008312955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071329414,0.00019929826,0.0002446495,0.0010545201,0.0028908618,0.0010374112,0.0008534209,0.00044421665,0.0009740522],"category_scores_gemma":[0.0022060573,0.00024767124,0.0001652218,0.0024614213,0.0017229896,0.00045544765,0.0014626497,0.0005611901,0.00015851721],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060826016,0.00003755475,0.9782138,0.00002094255,0.000022807993,0.00027912032,0.015383607,0.000112614565,0.00019962504,0.00008553329,0.00087685284,0.0047067455],"study_design_scores_gemma":[0.0000020015511,0.00001877045,0.979329,0.000012654548,0.0000037487875,0.000051236457,0.019909179,0.00004604898,0.000026786436,0.00001107876,0.0005835497,0.0000059824615],"about_ca_topic_score_codex":0.98795086,"about_ca_topic_score_gemma":0.99757546,"teacher_disagreement_score":0.015174185,"about_ca_system_score_codex":0.015174185,"about_ca_system_score_gemma":0.017644439,"threshold_uncertainty_score":0.11009693},"labels":[],"label_agreement":null},{"id":"W2059674989","doi":"10.1016/j.marpol.2007.06.007","title":"Trade secrets: Renaming and mislabeling of seafood","year":2007,"lang":"en","type":"article","venue":"Marine Policy","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":371,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Marine Fisheries Service; University of British Columbia; Pew Charitable Trusts","keywords":"Legislation; Business; Mandate; Stewardship (theology); International trade; Resource (disambiguation); Scarcity; Economics; Political science; Law; Market economy","score_opus":0.011787728817196499,"score_gpt":0.2866769230521181,"score_spread":0.27488919423492164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059674989","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":[0.56597763,0.007612244,0.115898184,0.14642185,0.0040555373,0.00015666953,0.001353999,0.00082324544,0.15770061],"genre_scores_gemma":[0.9287649,0.002162339,0.031046897,0.019619478,0.00057347066,0.000078547986,0.0003877389,0.00019309678,0.01717344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.97461647,0.012068472,0.0013583682,0.0024979068,0.008407673,0.0010509756],"domain_scores_gemma":[0.93826973,0.032837573,0.011231475,0.0096389465,0.0068765967,0.0011457414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026207576,0.00041100115,0.00041178038,0.002639591,0.0027570298,0.0062385774,0.0017446006,0.0051688463,0.0024947857],"category_scores_gemma":[0.056359366,0.0004210506,0.0005199339,0.0030589479,0.006439603,0.007879022,0.003215292,0.004038743,0.0007403218],"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":[0.0010017368,0.0002501985,0.06537596,0.00061221723,0.00011894677,0.0011483426,0.016445473,0.0041569737,0.033282198,0.4486401,0.032318965,0.39664882],"study_design_scores_gemma":[0.000046474353,0.00032683378,0.051148508,0.0014928569,0.00018953407,0.0021669006,0.016005874,0.014551402,0.112014554,0.3518848,0.44986156,0.00031073645],"about_ca_topic_score_codex":0.009196857,"about_ca_topic_score_gemma":0.010725727,"teacher_disagreement_score":0.026207576,"about_ca_system_score_codex":0.006036912,"about_ca_system_score_gemma":0.004983468,"threshold_uncertainty_score":0.13860059},"labels":[],"label_agreement":null},{"id":"W2060000584","doi":"10.1016/j.marpol.2007.12.005","title":"Creating local management legitimacy","year":2008,"lang":"en","type":"article","venue":"Marine Policy","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Legitimacy; Local government; Corporate governance; Local governance; Politics; Public administration; Fisheries management; Political science; Local community; Business; Law; Fishing","score_opus":0.020720548431622313,"score_gpt":0.27213378836209356,"score_spread":0.25141323993047127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060000584","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":[0.08601341,0.0003247532,0.01161318,0.022853909,0.00019853887,0.000054194694,0.00003421718,0.00019082955,0.87871695],"genre_scores_gemma":[0.95414054,0.00018065266,0.002646595,0.0015955775,0.0001089062,0.00006457576,0.00003070297,0.0001097118,0.041122727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99070674,0.004313761,0.00030236648,0.0011423839,0.0019462392,0.0015886097],"domain_scores_gemma":[0.983967,0.005976627,0.0014197615,0.0035737965,0.003106722,0.001956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0100276,0.00030588795,0.00064545457,0.0035972411,0.012985431,0.017541422,0.0018974899,0.0028321822,0.03631023],"category_scores_gemma":[0.024866458,0.0005199822,0.00032604046,0.002496267,0.01674175,0.011071857,0.017403996,0.0055244006,0.0032432063],"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":[0.000019666824,0.00006740704,0.0043156557,0.00005658519,0.000015882813,0.00022704578,0.01592931,0.00039314188,0.0004450558,0.9322564,0.0113268765,0.034946855],"study_design_scores_gemma":[0.00004047218,0.00006364023,0.0090313,0.0007484145,0.0000775911,0.0002008863,0.04083932,0.0033775552,0.0018260849,0.5311604,0.41257533,0.000058990772],"about_ca_topic_score_codex":0.006608265,"about_ca_topic_score_gemma":0.02312742,"teacher_disagreement_score":0.03631023,"about_ca_system_score_codex":0.009622839,"about_ca_system_score_gemma":0.009085969,"threshold_uncertainty_score":0.121469796},"labels":[],"label_agreement":null},{"id":"W2065427764","doi":"10.1016/j.marpol.2010.08.002","title":"Cadastralizing or coordinating the clam commons: Can competing community and government visions of wild and farmed fisheries be reconciled?","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Vision; Commons; Negotiation; Politics; State (computer science); Assertion; Resistance (ecology); Productivity; Political ecology; Property rights; New institutionalism; Political science; Sociology; Business; Fishery; Economics; Ecology; Economic growth; Law; Biology","score_opus":0.025674776160339034,"score_gpt":0.24960425488650698,"score_spread":0.22392947872616795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065427764","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":[0.20607167,0.0023574992,0.017059201,0.4855365,0.0010964038,0.00013708152,0.00014511318,0.0001251042,0.2874715],"genre_scores_gemma":[0.97019166,0.00067428214,0.0037268056,0.01551013,0.00016567331,0.00006926171,0.00004124285,0.000036967383,0.009584016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9908048,0.0036431786,0.00019742103,0.0006543522,0.0014447647,0.00325552],"domain_scores_gemma":[0.97447497,0.010665124,0.002439244,0.0027739785,0.0040485477,0.0055981455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019858636,0.0003093424,0.00034678564,0.002248615,0.010714986,0.015881555,0.003700429,0.009417272,0.009574893],"category_scores_gemma":[0.048308242,0.0003354248,0.00031932688,0.0026727237,0.023436785,0.013358353,0.00853745,0.005316208,0.0004934291],"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":[0.000048833117,0.00012717511,0.009149987,0.0001264425,0.000020225107,0.00015011652,0.013862315,0.0015227103,0.0004445867,0.88311857,0.028018447,0.063410684],"study_design_scores_gemma":[0.000047083813,0.00008753241,0.01987823,0.0008858674,0.000049154925,0.00015182818,0.11554961,0.0034266731,0.0011677062,0.6374725,0.22115944,0.00012425912],"about_ca_topic_score_codex":0.11768873,"about_ca_topic_score_gemma":0.30544755,"teacher_disagreement_score":0.11768873,"about_ca_system_score_codex":0.012033614,"about_ca_system_score_gemma":0.076125585,"threshold_uncertainty_score":0.23400736},"labels":[],"label_agreement":null},{"id":"W2065780997","doi":"10.1016/j.marpol.2010.10.010","title":"Commercial fisheries closures in marine protected areas on Canada’s Pacific coast: The exception, not the rule","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Positive Living Society of British Columbia","funders":"","keywords":"Marine protected area; Fisheries management; Fishing; Fishery; Marine reserve; Environmental resource management; National park; Business; Geography; Habitat; Environmental science; Ecology","score_opus":0.008712265473784425,"score_gpt":0.20684505433224393,"score_spread":0.1981327888584595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065780997","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":[0.74815166,0.0034401563,0.00075498316,0.088916525,0.00071810937,0.000085713524,0.0020653924,0.000092099006,0.15577535],"genre_scores_gemma":[0.9729461,0.0009824765,0.0004193581,0.011387981,0.00021348675,0.000024191668,0.0005378003,0.000027364691,0.013461257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99338335,0.0005416596,0.00031714496,0.0008913134,0.0021230478,0.0027435264],"domain_scores_gemma":[0.97222733,0.005797898,0.0046592704,0.0015795928,0.007893553,0.007842394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006981658,0.00017444567,0.000556997,0.0017289148,0.0058866693,0.0055837077,0.001869187,0.0028081762,0.006027637],"category_scores_gemma":[0.022580096,0.00030997745,0.00044875834,0.002466725,0.005191141,0.00223678,0.0018462436,0.003496349,0.00021402526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003985819,0.00024952373,0.6709267,0.00036850324,0.00024750188,0.0005764011,0.0079705585,0.0010774671,0.001260787,0.12357357,0.10467824,0.08867214],"study_design_scores_gemma":[0.00007215412,0.00007971811,0.8630311,0.00060750043,0.0001395786,0.00019227745,0.015082989,0.0011716872,0.00059606123,0.005856877,0.11310881,0.000061222105],"about_ca_topic_score_codex":0.92127657,"about_ca_topic_score_gemma":0.9692814,"teacher_disagreement_score":0.07872343,"about_ca_system_score_codex":0.018851228,"about_ca_system_score_gemma":0.050280765,"threshold_uncertainty_score":0.15837407},"labels":[],"label_agreement":null},{"id":"W2068258060","doi":"10.1016/s0308-597x(99)00031-7","title":"The whaling issue","year":2000,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":30,"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 Alberta","funders":"","keywords":"Whaling; Commission; Precautionary principle; Politics; Resource (disambiguation); Political science; Whale; Natural resource economics; Environmental ethics; Fishery; Business; Environmental resource management; Law; Economics; Ecology; Biology","score_opus":0.015276290934376291,"score_gpt":0.336577189920924,"score_spread":0.32130089898654773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068258060","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":[0.007886279,0.025032545,0.00038066957,0.33204308,0.022277564,0.000012352184,0.00026044314,0.000029286832,0.6120777],"genre_scores_gemma":[0.14819486,0.017299743,0.00037501586,0.16329245,0.022814378,0.00005598524,0.00035352612,0.0000748966,0.6475392],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982551,0.00038877944,0.000083506246,0.00030014594,0.0005308906,0.0004416162],"domain_scores_gemma":[0.9981237,0.0007380865,0.00016476154,0.00021417797,0.00036151276,0.0003977198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020922858,0.00041038133,0.00040953213,0.0010477962,0.004941686,0.006991149,0.0010147773,0.012953884,0.025445493],"category_scores_gemma":[0.0071945307,0.000321314,0.00042385785,0.0013342617,0.004285597,0.004031949,0.0028661485,0.007733002,0.005808777],"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":[0.000059722668,0.000044863074,0.0012939568,0.00011799202,0.000023894934,0.0002239865,0.0027845148,0.00011774797,0.0003523656,0.41516465,0.5328975,0.046918884],"study_design_scores_gemma":[0.000003825554,0.0000104267,0.0018348526,0.00015716102,0.0000061452442,0.000056503286,0.0011215453,0.000027367563,0.00006396936,0.013084494,0.98362666,0.000006986536],"about_ca_topic_score_codex":0.017371627,"about_ca_topic_score_gemma":0.02622041,"teacher_disagreement_score":0.025445493,"about_ca_system_score_codex":0.0018550218,"about_ca_system_score_gemma":0.0033603502,"threshold_uncertainty_score":0.08512366},"labels":[],"label_agreement":null},{"id":"W2069941360","doi":"10.1016/j.marpol.2012.10.020","title":"A bio-economic analysis of harvest control rules for the Northeast Arctic cod fishery","year":2012,"lang":"en","type":"article","venue":"Marine Policy","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"Vienna Science and Technology Fund; Bergens Forskningsstiftelse; Norges Forskningsråd; European Science Foundation","keywords":"Cod fisheries; Stock (firearms); Arctic; Economic welfare; Yield (engineering); The arctic; Fishery; Business; Natural resource economics; Commission; Welfare; Economics; Fishing; Ecology; Geography; Finance; Oceanography","score_opus":0.016776282686109433,"score_gpt":0.2385356113290637,"score_spread":0.22175932864295428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069941360","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":[0.7991022,0.0011504035,0.1456674,0.0011786604,0.0000777667,0.0002698683,0.00072556396,0.0000859684,0.0517422],"genre_scores_gemma":[0.98992974,0.00025429277,0.006845702,0.000044151544,0.000009604938,0.000052438358,0.00007933897,0.0000093529225,0.0027753955],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995915,0.0001550149,0.00001554428,0.000050193343,0.000086043365,0.00010171604],"domain_scores_gemma":[0.99869174,0.0008083117,0.00020313513,0.000050492672,0.00019009905,0.000056188244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017475322,0.0005883766,0.0006512046,0.0006782231,0.0006296788,0.0015911994,0.00071307464,0.0009900649,0.0023298475],"category_scores_gemma":[0.0031551232,0.00038336322,0.00077078765,0.00035470846,0.00086325617,0.0011731292,0.0006446151,0.0009091981,0.00011561047],"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":[0.00002474402,0.000019062889,0.00074008055,0.0000140599395,0.000014276994,0.00003367951,0.000013165108,0.990952,0.00026449712,0.0064375587,0.00010059256,0.001386234],"study_design_scores_gemma":[0.000011337163,0.000060412793,0.0010626321,0.000012909595,0.000022627397,0.000010325499,0.00004226802,0.9945163,0.00019667509,0.0036999453,0.00035394682,0.000010591169],"about_ca_topic_score_codex":0.049685385,"about_ca_topic_score_gemma":0.0325246,"teacher_disagreement_score":0.049685385,"about_ca_system_score_codex":0.0039003878,"about_ca_system_score_gemma":0.0026847594,"threshold_uncertainty_score":0.098792374},"labels":[],"label_agreement":null},{"id":"W2070560113","doi":"10.1016/j.marpol.2008.12.002","title":"Fisheries and coastal governance as a wicked problem","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":645,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wicked problem; Corporate governance; Process (computing); Experiential learning; Fisheries management; Collaborative governance; Business; Political science; Environmental resource management; Fishery; Management science; Environmental planning; Environmental ethics; Sociology; Computer science; Economics; Geography; Law; Management; Fishing; Biology","score_opus":0.003776079510659005,"score_gpt":0.20067352514084602,"score_spread":0.19689744563018702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070560113","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":[0.19463606,0.007720432,0.028122243,0.5022239,0.0017044079,0.000051808947,0.00014446366,0.00008606638,0.26531062],"genre_scores_gemma":[0.9695702,0.0028340367,0.0041159005,0.0100647,0.0008799604,0.00006417334,0.00003143629,0.000023263001,0.012416367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967366,0.0015351978,0.000109886365,0.0002971664,0.00040809132,0.00091299176],"domain_scores_gemma":[0.9855318,0.0089300815,0.0010602186,0.0012437999,0.000988877,0.002245341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076112845,0.00022913612,0.00083969557,0.0013136982,0.0056595807,0.010497216,0.0010937366,0.0060978425,0.004705797],"category_scores_gemma":[0.015199894,0.0003594014,0.00041644368,0.0021457267,0.02390053,0.01053851,0.006054353,0.005717579,0.00028300373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056417275,0.000020860136,0.0010203547,0.00002447964,0.0000093818435,0.00017605082,0.0010233558,0.0013228905,0.00003984609,0.9832066,0.0059955195,0.007154941],"study_design_scores_gemma":[0.000004988601,0.000003883511,0.0004462415,0.000037892634,0.000003934118,0.000086506705,0.0028565489,0.0010308448,0.000022668864,0.97741276,0.018087184,0.0000066070515],"about_ca_topic_score_codex":0.0072698463,"about_ca_topic_score_gemma":0.01077544,"teacher_disagreement_score":0.010497216,"about_ca_system_score_codex":0.0026814598,"about_ca_system_score_gemma":0.0058478233,"threshold_uncertainty_score":0.040252805},"labels":[],"label_agreement":null},{"id":"W2075965079","doi":"10.1016/j.marpol.2009.08.009","title":"Conflict of interest in research on anthropogenic noise and marine mammals: Does funding bias conclusions?","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Misrepresentation; Marine mammal; Navy; Noise (video); Political science; Ecology; Biology; Law; Computer science","score_opus":0.31237322529526923,"score_gpt":0.42705445662633423,"score_spread":0.114681231331065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075965079","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04809112,0.05225148,0.014370282,0.7555603,0.028275175,0.0011292233,0.0072667403,0.00008240823,0.09297334],"genre_scores_gemma":[0.6612602,0.029403137,0.015623315,0.24044517,0.030161409,0.00355198,0.004811671,0.00025601717,0.014487061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.76929206,0.13956842,0.03692737,0.0083157765,0.035388447,0.010507987],"domain_scores_gemma":[0.21494704,0.6384965,0.058139294,0.022227852,0.056773547,0.009415744],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2913601,0.0009898739,0.0022289357,0.0073338784,0.0027082143,0.0067433575,0.0055830907,0.014527078,0.020143522],"category_scores_gemma":[0.6314857,0.001048282,0.002170805,0.011825858,0.007899271,0.008024237,0.0056348536,0.0066099493,0.0020320062],"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":[0.0041427193,0.00044544885,0.33499599,0.012996058,0.005185372,0.001639982,0.007920428,0.0012352604,0.001027877,0.17108011,0.16749829,0.2918325],"study_design_scores_gemma":[0.0024203502,0.0010148315,0.3762925,0.030299354,0.010507997,0.0021317585,0.011561335,0.0036290316,0.0038941253,0.1699335,0.38780972,0.0005056123],"about_ca_topic_score_codex":0.018581541,"about_ca_topic_score_gemma":0.024213199,"teacher_disagreement_score":0.70863986,"about_ca_system_score_codex":0.005368187,"about_ca_system_score_gemma":0.015521124,"threshold_uncertainty_score":0.87387913},"labels":[],"label_agreement":null},{"id":"W2077252829","doi":"10.1016/j.marpol.2013.06.005","title":"Fishers' perception of a multiple-use marine protected area: Why communities and gear users differ at Mafia Island, Tanzania","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fishing; Marine protected area; Overfishing; Fishery; Geography; Marine conservation; Tanzania; Sustainability; Fisheries management; Zoning; Protected area; Perception; Habitat; Ecology; Environmental planning; Biology; Political science","score_opus":0.01407759878331904,"score_gpt":0.20321805987595543,"score_spread":0.18914046109263638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077252829","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":[0.99939144,0.000017399374,0.0000074045215,0.00020593758,0.0000010927879,0.0000013550691,0.000010722265,2.3391387e-7,0.0003644748],"genre_scores_gemma":[0.99983346,0.000016455568,0.0000136281415,0.000028933935,6.906541e-7,0.0000018834736,0.0000063680036,2.5311513e-7,0.000098248565],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9996151,0.00010200044,0.000016725835,0.000031467538,0.000050684786,0.0001841602],"domain_scores_gemma":[0.99853504,0.0003730937,0.0004984877,0.000033166572,0.00016797081,0.00039223657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006672588,0.0001003102,0.000111900794,0.000582564,0.0014899217,0.0008241648,0.00033729174,0.00049068173,0.0026970766],"category_scores_gemma":[0.00271017,0.00014412911,0.00016390077,0.0005117725,0.0013110165,0.0006749102,0.0011737999,0.0005576946,0.00011293352],"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":[0.00009675265,0.00006913261,0.92203873,0.0000332223,0.00001973047,0.0003202335,0.070437804,0.00005407611,0.0009084161,0.000614141,0.00046834338,0.00493951],"study_design_scores_gemma":[0.0000050815643,0.00003412484,0.8719789,0.000033957913,0.000009753817,0.0000578881,0.12707657,0.00009959581,0.000063314495,0.00010270306,0.00053116377,0.0000068206546],"about_ca_topic_score_codex":0.13931237,"about_ca_topic_score_gemma":0.3180797,"teacher_disagreement_score":0.13931237,"about_ca_system_score_codex":0.0012156027,"about_ca_system_score_gemma":0.0010609551,"threshold_uncertainty_score":0.277003},"labels":[],"label_agreement":null},{"id":"W2079845856","doi":"10.1016/j.marpol.2013.12.002","title":"The Convention on Biological Diversity's Ecologically or Biologically Significant Areas: Origins, development, and current status","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":206,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Bundesamt für Naturschutz; Australian Government; Alfred P. Sloan Foundation","keywords":"Convention on Biological Diversity; Jurisdiction; Marine protected area; Mandate; Environmental planning; Convention; Biodiversity; Environmental resource management; Diversity (politics); United Nations Convention on the Law of the Sea; Political science; Process (computing); Geography; Environmental protection; Ecology; Habitat; Environmental science; Law; Biology; Computer science","score_opus":0.027664053007255624,"score_gpt":0.27415940343111705,"score_spread":0.24649535042386142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079845856","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":[0.019990716,0.022397064,0.009112056,0.26120588,0.012074777,0.00031863898,0.0026776216,0.00024096695,0.6719822],"genre_scores_gemma":[0.34683105,0.014638846,0.028752677,0.23904133,0.01042801,0.0019661014,0.0029951774,0.00043341855,0.35491347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98546946,0.0031410798,0.0015897449,0.0016856433,0.0057528093,0.0023611947],"domain_scores_gemma":[0.98839325,0.0054960446,0.0013327664,0.0012844382,0.0021338412,0.0013597775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016736375,0.0012628802,0.0016824965,0.0024213663,0.007625355,0.017318921,0.0049018804,0.023134425,0.0052205618],"category_scores_gemma":[0.023413157,0.0011011589,0.0016326265,0.0042028865,0.021070288,0.006178415,0.0065984116,0.023601854,0.0020519188],"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":[0.000049624985,0.00008098828,0.001683185,0.00015214061,0.000026874037,0.000099940335,0.0029511123,0.0002593828,0.0008656876,0.8668192,0.10718006,0.019831803],"study_design_scores_gemma":[0.000050993465,0.00008346693,0.0070153843,0.0011978603,0.00007446549,0.00014142215,0.0013290357,0.00037981072,0.00078925525,0.14811306,0.84068257,0.00014271877],"about_ca_topic_score_codex":0.060440063,"about_ca_topic_score_gemma":0.08987282,"teacher_disagreement_score":0.060440063,"about_ca_system_score_codex":0.008504625,"about_ca_system_score_gemma":0.027821876,"threshold_uncertainty_score":0.120176554},"labels":[],"label_agreement":null},{"id":"W2080034088","doi":"10.1016/j.marpol.2010.07.001","title":"Understanding the cost of establishing marine protected areas","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":132,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Stiftelsen för Kunskaps- och Kompetensutveckling","keywords":"Marine protected area; Business; Process (computing); Duration (music); Environmental resource management; Multitude; Environmental planning; Computer science; Environmental protection; Geography; Environmental science; Ecology; Habitat; Political science; Biology","score_opus":0.03583577342709172,"score_gpt":0.24414701099394231,"score_spread":0.2083112375668506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080034088","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":[0.7866258,0.0035327068,0.007236849,0.03598382,0.00018927843,0.00007267609,0.0011131277,0.000039133487,0.16520675],"genre_scores_gemma":[0.9954389,0.0007955918,0.0012326299,0.00033591478,0.000045535577,0.000013396515,0.00008184773,0.0000073532406,0.0020488375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989085,0.00052174745,0.000042858486,0.00007448374,0.00021275989,0.00023956806],"domain_scores_gemma":[0.98538744,0.010998337,0.0013523631,0.0004274755,0.0008720856,0.00096227304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026500043,0.00022221437,0.00034005486,0.0009622359,0.0006472434,0.0027281165,0.0006181799,0.0018086876,0.013583288],"category_scores_gemma":[0.019701226,0.00027181543,0.00030458832,0.0012485392,0.0013162342,0.0032106724,0.0011183593,0.0014368081,0.0003332114],"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":[0.00083554495,0.0005160108,0.15422203,0.00063772115,0.00040158533,0.00050590985,0.000803466,0.08870065,0.0024788652,0.47481808,0.018125584,0.25795457],"study_design_scores_gemma":[0.00019344615,0.0005158765,0.34568384,0.00079049147,0.00083047274,0.0009833811,0.011163526,0.13466056,0.0021585263,0.4357035,0.06720152,0.00011493431],"about_ca_topic_score_codex":0.01704749,"about_ca_topic_score_gemma":0.04033795,"teacher_disagreement_score":0.01704749,"about_ca_system_score_codex":0.0036871557,"about_ca_system_score_gemma":0.0020132314,"threshold_uncertainty_score":0.045440555},"labels":[],"label_agreement":null},{"id":"W2080075955","doi":"10.1016/j.marpol.2013.01.017","title":"Communicating environmental information to the stakeholders in coastal and marine policy-making: Case studies from Nova Scotia and the Gulf of Maine/Bay of Fundy region","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Government (linguistics); Context (archaeology); Accountability; Public policy; Baseline (sea); Political science; Business; Public relations; Environmental resource management; Geography; Environmental science","score_opus":0.02913556836694134,"score_gpt":0.25555080063257496,"score_spread":0.22641523226563362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080075955","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":[0.9874774,0.00016900811,0.00013686954,0.0012871322,0.000012937944,0.00015775628,0.00005916707,0.000002102764,0.010697621],"genre_scores_gemma":[0.99685055,0.00021350126,0.00035027947,0.00026487853,0.0000029202317,0.00005290124,0.000035485336,0.0000028107386,0.0022266733],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99446905,0.0029709935,0.00020180088,0.00022373865,0.00057727913,0.0015570789],"domain_scores_gemma":[0.98102343,0.013539419,0.0011174222,0.0004025238,0.0019985444,0.0019186166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006287879,0.00039934463,0.00036601213,0.0008578774,0.010877709,0.004546159,0.0013803723,0.0029101686,0.0022822558],"category_scores_gemma":[0.015594813,0.00037406103,0.00037729804,0.0019129572,0.004469375,0.001215469,0.0047198227,0.0021476909,0.00015188726],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002001941,0.0026174183,0.32942343,0.0010696755,0.00025455636,0.07879354,0.4969338,0.010605651,0.0056494786,0.017221732,0.007555542,0.047873285],"study_design_scores_gemma":[0.00022056156,0.00066626817,0.14002596,0.00065072393,0.000113084956,0.0011743931,0.8315208,0.0024431827,0.0014468823,0.0010716859,0.020590303,0.000076154276],"about_ca_topic_score_codex":0.8859827,"about_ca_topic_score_gemma":0.9527752,"teacher_disagreement_score":0.11401731,"about_ca_system_score_codex":0.03503364,"about_ca_system_score_gemma":0.032096647,"threshold_uncertainty_score":0.25418806},"labels":[],"label_agreement":null},{"id":"W2083456106","doi":"10.1016/s0308-597x(02)00054-4","title":"From Mare Liberum to Mare Reservarum","year":2002,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Overfishing; Humanity; Dilemma; Action (physics); Environmental ethics; Exclusive economic zone; Political science; Zoning; Geography; Fishing; Law; Epistemology; Philosophy","score_opus":0.012179512497300291,"score_gpt":0.21617507774635614,"score_spread":0.20399556524905585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083456106","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":[0.019595023,0.19492756,0.00048901397,0.52153164,0.029134503,0.00003659389,0.00043760205,0.000108893226,0.23373924],"genre_scores_gemma":[0.23089832,0.047780916,0.0007799885,0.042095263,0.008220434,0.00005574554,0.00021313054,0.00013433145,0.66982186],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99953115,0.000054947915,0.000023840772,0.00008320255,0.00008265172,0.00022415533],"domain_scores_gemma":[0.9996785,0.000066017696,0.000047331243,0.00003192709,0.000052977502,0.00012324098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059503916,0.00040742452,0.00029307316,0.0005872748,0.0031062681,0.0027961284,0.0004960636,0.002345732,0.031183578],"category_scores_gemma":[0.0013671141,0.00028619738,0.00017871942,0.0005505363,0.0019608708,0.0021287522,0.003703776,0.0044143614,0.003804525],"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":[0.00022718013,0.00004026722,0.002102138,0.0007503772,0.000020087513,0.0009825064,0.0047421977,0.00024685395,0.002255025,0.33769393,0.53531015,0.115629345],"study_design_scores_gemma":[0.0000037520538,0.000008046414,0.001108246,0.00011615154,0.0000016494754,0.00008219178,0.00037511453,0.000014273966,0.00013496153,0.0016248301,0.99652785,0.0000028863185],"about_ca_topic_score_codex":0.044214997,"about_ca_topic_score_gemma":0.056288768,"teacher_disagreement_score":0.044214997,"about_ca_system_score_codex":0.006597537,"about_ca_system_score_gemma":0.004921025,"threshold_uncertainty_score":0.10431945},"labels":[],"label_agreement":null},{"id":"W2086133165","doi":"10.1016/j.marpol.2011.05.004","title":"Near-term priorities for the science, policy and practice of Coastal and Marine Spatial Planning (CMSP)","year":2011,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":143,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Wildlife Fund Canada; Fisheries and Oceans Canada","funders":"National Oceanic and Atmospheric Administration; U.S. Department of Commerce; David and Lucile Packard Foundation","keywords":"Action plan; Environmental planning; Marine spatial planning; Valuation (finance); Plan (archaeology); Environmental resource management; Political science; Business; Environmental protection; Geography; Environmental science; Management; Economics","score_opus":0.023281508577648515,"score_gpt":0.2785921976952728,"score_spread":0.25531068911762433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086133165","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":[0.00407058,0.007128641,0.009022484,0.93859226,0.007831514,0.00013824661,0.00034675075,0.000118132826,0.03275147],"genre_scores_gemma":[0.3259401,0.026873594,0.1838028,0.35995126,0.008453016,0.0012625719,0.0021549813,0.00030991845,0.091251664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97736037,0.010556013,0.0019259868,0.001218816,0.0058137914,0.0031249989],"domain_scores_gemma":[0.90560985,0.026504844,0.0038241004,0.0053614015,0.030220086,0.028479675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05767439,0.00044349782,0.00080683175,0.0016977878,0.008763628,0.020814167,0.0038871935,0.028013375,0.023809403],"category_scores_gemma":[0.07537434,0.0006990047,0.00088378537,0.0024553114,0.0060044522,0.010827152,0.013297942,0.016157791,0.002596507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008725347,0.0002826076,0.0025708314,0.0004227013,0.000032425505,0.00026058132,0.0023015416,0.0017253013,0.0010051115,0.5552668,0.33585215,0.100192636],"study_design_scores_gemma":[0.000047951544,0.00017302154,0.004908492,0.0015661761,0.000028686854,0.00021417717,0.008474815,0.0031282755,0.0007279478,0.31104264,0.6695707,0.00011721735],"about_ca_topic_score_codex":0.03624404,"about_ca_topic_score_gemma":0.07118006,"teacher_disagreement_score":0.05767439,"about_ca_system_score_codex":0.0137471305,"about_ca_system_score_gemma":0.11466003,"threshold_uncertainty_score":0.30501497},"labels":[],"label_agreement":null},{"id":"W2088231763","doi":"10.1016/j.marpol.2011.01.013","title":"Erratum to “Factors to consider in evaluating the management and conservation effectiveness of a whale sanctuary to protect and conserve the North Atlantic right whale (Eubalaena glacialis)”. [Mar. Policy 35(2) (2010) 163–180]","year":2011,"lang":"en","type":"erratum","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Right whale; Whale; Fishery; Geography; Biology","score_opus":0.034071704786617044,"score_gpt":0.29070826258315347,"score_spread":0.25663655779653644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088231763","genre_codex":"editorial","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":[0.0006583226,0.0027941947,0.0014570375,0.25557676,0.602206,0.00041112135,0.025131794,0.0011292573,0.110635504],"genre_scores_gemma":[0.0051003746,0.0056216866,0.0057573835,0.22479953,0.04364754,0.001106133,0.015989076,0.0012543283,0.69672394],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932367,0.0012829102,0.001621254,0.0004268644,0.003013777,0.00041839277],"domain_scores_gemma":[0.9526065,0.010379202,0.0019754628,0.0011893795,0.032707058,0.0011423206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008165809,0.0020081887,0.0019701284,0.003796839,0.004425144,0.004102048,0.0033749777,0.011929968,0.08819607],"category_scores_gemma":[0.047977354,0.0012979103,0.001724794,0.0034443096,0.0014627702,0.003428985,0.0018191221,0.008787358,0.074221835],"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":[0.000011312232,0.000006404023,0.00004366467,0.000039792445,0.000002093347,0.000025319709,0.0000075039243,0.000021222497,0.000009408871,0.00021058819,0.9981932,0.0014294882],"study_design_scores_gemma":[0.000054029977,0.000030503012,0.0017738283,0.00056248653,0.000028277262,0.00006168858,0.00013813072,0.00013136353,0.00017332134,0.00072794745,0.99627626,0.000042161893],"about_ca_topic_score_codex":0.12800954,"about_ca_topic_score_gemma":0.17668214,"teacher_disagreement_score":0.12800954,"about_ca_system_score_codex":0.0074977814,"about_ca_system_score_gemma":0.018088114,"threshold_uncertainty_score":0.29504526},"labels":[],"label_agreement":null},{"id":"W2097904135","doi":"10.1016/j.marpol.2014.07.001","title":"Trophy fishing for species threatened with extinction: A way forward building on a history of conservation","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"IUCN Red List; Threatened species; Conservation-dependent species; Trophy; Fishing; Fishery; Extinction (optical mineralogy); Endangered species; Near-threatened species; Data deficient; Geography; Conservation status; Ecology; Biology; Archaeology; Habitat","score_opus":0.014513610662711212,"score_gpt":0.21266450567911163,"score_spread":0.19815089501640043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097904135","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":[0.0018916458,0.009444907,0.0026162958,0.9736162,0.0039017878,0.000013551,0.000048018097,0.000048617956,0.008419012],"genre_scores_gemma":[0.24317598,0.0634644,0.027262958,0.62184685,0.019661132,0.00037257466,0.00027673645,0.00023786318,0.023701472],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936081,0.00256843,0.00033964266,0.0006581314,0.0019371449,0.000888665],"domain_scores_gemma":[0.9275418,0.035335414,0.004724092,0.003292593,0.01176583,0.017340316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026719792,0.0007273985,0.0011987494,0.0035476412,0.004930875,0.012941013,0.0034258347,0.018729009,0.02234694],"category_scores_gemma":[0.0417822,0.00035027828,0.0010349547,0.0027652108,0.018564356,0.021996783,0.006965521,0.017085597,0.002161139],"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":[0.00018210153,0.00062213093,0.014894806,0.0013354388,0.0001782855,0.00027457622,0.0032775996,0.0009674592,0.0006500338,0.3111675,0.3910994,0.27535063],"study_design_scores_gemma":[0.00006396663,0.00019145451,0.01790883,0.005042433,0.00010313707,0.0002538675,0.011772976,0.0013879432,0.00039656414,0.28309098,0.67961025,0.00017761985],"about_ca_topic_score_codex":0.014755861,"about_ca_topic_score_gemma":0.042638976,"teacher_disagreement_score":0.026719792,"about_ca_system_score_codex":0.0070691253,"about_ca_system_score_gemma":0.030878505,"threshold_uncertainty_score":0.14130944},"labels":[],"label_agreement":null},{"id":"W2098315789","doi":"10.1016/j.marpol.2007.09.012","title":"Can farmed salmon production keep growing?","year":2007,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":32,"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 British Columbia","funders":"","keywords":"Production (economics); Fishery; Business; Biology; Economics","score_opus":0.011128410936086368,"score_gpt":0.2663686421313523,"score_spread":0.25524023119526595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098315789","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":[0.15149109,0.0052685523,0.0010139422,0.7454944,0.0038449708,0.000026959771,0.0015896743,0.00013673973,0.09113366],"genre_scores_gemma":[0.8512602,0.004902456,0.0013492932,0.09990372,0.0024609473,0.000061792554,0.0005905011,0.00006036291,0.039410893],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99862194,0.00037660933,0.00007136685,0.00019284198,0.00029175947,0.0004455388],"domain_scores_gemma":[0.9906185,0.0025618623,0.001703721,0.0004236507,0.0022986606,0.002393694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046275146,0.0002783625,0.00040114476,0.00072142115,0.0015110077,0.0045989337,0.0012189193,0.007087618,0.0186683],"category_scores_gemma":[0.01586519,0.00024505434,0.0005080272,0.0012782058,0.0026943432,0.0050809793,0.0015314412,0.0026800104,0.0026590533],"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":[0.0015328733,0.00075905275,0.3078881,0.0010347274,0.000510873,0.0010176523,0.0044083516,0.0021653427,0.0057836436,0.1213903,0.34092438,0.21258467],"study_design_scores_gemma":[0.00023632293,0.00084158854,0.5254334,0.0011153204,0.000504909,0.00045931604,0.018307958,0.0020346516,0.0028048805,0.070150755,0.37791306,0.00019777691],"about_ca_topic_score_codex":0.051487524,"about_ca_topic_score_gemma":0.10467329,"teacher_disagreement_score":0.051487524,"about_ca_system_score_codex":0.0030267728,"about_ca_system_score_gemma":0.006952047,"threshold_uncertainty_score":0.102375686},"labels":[],"label_agreement":null},{"id":"W2098705236","doi":"10.1016/j.marpol.2009.02.004","title":"The elephant in the room: The hidden costs of leasing individual transferable fishing quotas","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":246,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Entrust (Canada); Simon Fraser University","funders":"","keywords":"Fishing; Lease; Fishery; Business; Value (mathematics); Economics; Microeconomics; Opportunity cost; Natural resource economics; Public economics; Finance","score_opus":0.01871724571678308,"score_gpt":0.27524024945303943,"score_spread":0.25652300373625636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098705236","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":[0.65787035,0.002035456,0.021589886,0.05327277,0.00029488563,0.00009196186,0.00035475887,0.00011882763,0.26437107],"genre_scores_gemma":[0.9856022,0.0003262476,0.00076460274,0.0007847888,0.00007968171,0.000025654925,0.000017623948,0.000016371305,0.012382861],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99820065,0.0008060856,0.000044077693,0.00021202232,0.0002572654,0.0004799173],"domain_scores_gemma":[0.99140805,0.0061643277,0.00066007214,0.0007693944,0.00037048908,0.00062758714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030692432,0.0002938557,0.0005753409,0.00047665625,0.0016267606,0.0055754585,0.0012669384,0.0049461857,0.029568303],"category_scores_gemma":[0.018134702,0.00045510544,0.0005103165,0.00068106566,0.0037772323,0.007945809,0.0027874294,0.0035342672,0.0011082565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015407755,0.00048184933,0.02344329,0.00017391787,0.0001889143,0.001397073,0.0024461367,0.040673472,0.002718509,0.78420705,0.021975225,0.12075385],"study_design_scores_gemma":[0.00033430656,0.0006049805,0.027349608,0.00037050198,0.00032096184,0.0008651317,0.010014636,0.06669059,0.0022689484,0.8380317,0.052971113,0.00017751823],"about_ca_topic_score_codex":0.008557728,"about_ca_topic_score_gemma":0.014164694,"teacher_disagreement_score":0.029568303,"about_ca_system_score_codex":0.002871568,"about_ca_system_score_gemma":0.0024957696,"threshold_uncertainty_score":0.098915875},"labels":[],"label_agreement":null},{"id":"W2104863350","doi":"10.1016/j.marpol.2013.08.017","title":"Why local people do not support conservation: Community perceptions of marine protected area livelihood impacts, governance and management in Thailand","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":874,"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 Victoria; University of British Columbia","funders":"International Maternal Pediatric Adolescent AIDS Clinical Trials Network","keywords":"Livelihood; Corporate governance; Marine protected area; Business; Social capital; Marine conservation; Environmental resource management; Politics; Natural resource economics; Environmental planning; Geography; Agriculture; Economics; Political science; Ecology; Finance","score_opus":0.011765982086543107,"score_gpt":0.22550090251296553,"score_spread":0.21373492042642242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104863350","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":[0.99759465,0.00014949909,0.000028937588,0.00044986274,0.0000050561002,0.000006411289,0.000031782176,0.0000014377324,0.0017322315],"genre_scores_gemma":[0.99955744,0.00014558222,0.000015553684,0.00006305517,0.0000023261175,0.0000056989643,0.000015334466,8.9015793e-7,0.00019414898],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99908173,0.0003746997,0.000069849906,0.00007983046,0.00017793695,0.00021599988],"domain_scores_gemma":[0.99514115,0.0012427387,0.0013966651,0.000078855795,0.00048818486,0.0016524465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012530594,0.00017302929,0.00020076399,0.00084570865,0.0023373542,0.0029970163,0.00038001096,0.0005409015,0.0038768582],"category_scores_gemma":[0.004119533,0.00023311161,0.00016032065,0.0016173819,0.00198656,0.0017922411,0.001953439,0.0008337045,0.00019714648],"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":[0.000097369346,0.00013457502,0.6449104,0.00037530155,0.000052250238,0.0018854052,0.33341935,0.0001484507,0.0006568111,0.0006444968,0.0012917685,0.016383821],"study_design_scores_gemma":[0.0000058654814,0.00007699959,0.28501812,0.00017248596,0.000017036633,0.00032996482,0.71202403,0.0001839365,0.000067880654,0.0001968578,0.0018819477,0.000024878242],"about_ca_topic_score_codex":0.04952011,"about_ca_topic_score_gemma":0.06164468,"teacher_disagreement_score":0.04952011,"about_ca_system_score_codex":0.0015097053,"about_ca_system_score_gemma":0.0020558215,"threshold_uncertainty_score":0.098463714},"labels":[],"label_agreement":null},{"id":"W2105254042","doi":"10.1016/j.marpol.2014.07.021","title":"Evaluating conditions for transboundary Marine Spatial Planning: Challenges and opportunities on the island of Ireland","year":2014,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; University College Cork; Science Foundation Ireland; Queen's University Belfast","keywords":"Politics; Element (criminal law); Environmental planning; Political science; Northern ireland; Maritime boundary; Key (lock); Convergence (economics); Boundary (topology); Spatial planning; Environmental resource management; Geography; International law; Law; Economic growth; Sociology; Computer science; Environmental science; Economics","score_opus":0.0923608940643886,"score_gpt":0.3173724911669149,"score_spread":0.2250115971025263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105254042","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":[0.9446651,0.0006194451,0.0047251987,0.009930376,0.00006857112,0.00033119993,0.0018316989,0.00006794206,0.037760444],"genre_scores_gemma":[0.99351776,0.0003877345,0.0042628394,0.00012105847,0.000015026646,0.00010230824,0.0005310986,0.000026801716,0.001035428],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99419594,0.0031574513,0.0004095658,0.00034910787,0.0007082056,0.0011796232],"domain_scores_gemma":[0.98485655,0.0066204113,0.0018146795,0.00061119464,0.004481522,0.0016156049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00686344,0.0003572612,0.00066254457,0.0018296866,0.0018051345,0.009190337,0.0016523643,0.0013647674,0.004468359],"category_scores_gemma":[0.032338843,0.00035082534,0.00048251546,0.003958059,0.0026016245,0.005109854,0.0035008278,0.0011225812,0.00032395803],"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":[0.0016187187,0.0007717878,0.5087741,0.0010031533,0.00041268213,0.0018938669,0.010673959,0.16509405,0.0020657126,0.0603515,0.027323788,0.22001672],"study_design_scores_gemma":[0.000173032,0.00082845247,0.50876516,0.0010947034,0.00027060087,0.0004078628,0.22320758,0.18034033,0.0023754889,0.055559356,0.026665222,0.00031224365],"about_ca_topic_score_codex":0.45363086,"about_ca_topic_score_gemma":0.58808255,"teacher_disagreement_score":0.45363086,"about_ca_system_score_codex":0.018935576,"about_ca_system_score_gemma":0.028354615,"threshold_uncertainty_score":0.9019809},"labels":[],"label_agreement":null},{"id":"W2107976760","doi":"10.1016/j.marpol.2008.04.005","title":"Innovation-support organizations in the marine science and technology industry: The case of Quebec's coastal region in Canada","year":2008,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski; Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Commercialization; Business; Technology transfer; Innovation system; Knowledge management; Technology innovation; Regional science; Marketing; Industrial organization; Geography; Computer science","score_opus":0.008191810767221693,"score_gpt":0.21311873836463027,"score_spread":0.20492692759740858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107976760","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":[0.9296945,0.0014981806,0.00035077563,0.022434166,0.000060667262,0.00009975629,0.00024494834,0.00002048736,0.04559664],"genre_scores_gemma":[0.98385435,0.00034543235,0.0001783204,0.0014992309,0.000013054843,0.000020321188,0.000060168077,0.0000046265054,0.014024529],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99571747,0.00057228794,0.000053460924,0.00016629278,0.00040482415,0.0030856591],"domain_scores_gemma":[0.9889682,0.0020429716,0.0006454093,0.00012600752,0.001696757,0.00652079],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018814809,0.00025657576,0.0003532281,0.0013603956,0.02352572,0.008328804,0.002702123,0.005132601,0.010042873],"category_scores_gemma":[0.0041637244,0.00035855183,0.0004413884,0.0023897807,0.0056720595,0.00145293,0.0035551856,0.0033165656,0.0003530254],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00094224676,0.0012685526,0.48918244,0.0005213632,0.00027353154,0.01794805,0.0768956,0.011748541,0.0038970048,0.26671773,0.062345713,0.06825914],"study_design_scores_gemma":[0.0004037167,0.00029514087,0.5579123,0.00071054813,0.00022380661,0.000966527,0.26010332,0.009350791,0.00085408764,0.0067512216,0.16224943,0.0001790938],"about_ca_topic_score_codex":0.9947292,"about_ca_topic_score_gemma":0.9984725,"teacher_disagreement_score":0.9764743,"about_ca_system_score_codex":0.13894412,"about_ca_system_score_gemma":0.16381,"threshold_uncertainty_score":0.99870276},"labels":[],"label_agreement":null},{"id":"W2129584147","doi":"10.1016/j.marpol.2012.07.006","title":"A review of animal welfare implications of the Canadian commercial seal hunt","year":2012,"lang":"en","type":"review","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Seal (emblem); Scrutiny; Animal welfare; Welfare; Fur seal; Business; Subject (documents); Political science; Law; History; Fishery; Archaeology; Ecology; Biology; Library science; Computer science","score_opus":0.061205525217252484,"score_gpt":0.3397448472378836,"score_spread":0.27853932202063114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129584147","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":[0.00010307808,0.9985586,0.00002477094,0.0003952881,0.00012628137,0.0000047648955,0.000082970866,0.0000020019936,0.0007022648],"genre_scores_gemma":[0.0003954797,0.9989649,0.00006999477,0.00020287662,0.000044780587,0.0000031286122,0.000038845803,6.304298e-7,0.00027937524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993488,0.00007943073,0.00009929721,0.00008135501,0.00033212462,0.00005892261],"domain_scores_gemma":[0.9978218,0.00089954206,0.0003323716,0.000027255728,0.0008061898,0.000112864815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019915977,0.0009809326,0.0016095734,0.0059969183,0.0007141243,0.0017712624,0.001193185,0.001424903,0.0042728917],"category_scores_gemma":[0.0036494094,0.0003765684,0.0007291235,0.010432536,0.00095597183,0.0010536701,0.0007946554,0.0011652658,0.0005266196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012006667,0.000044250628,0.00066655787,0.09209026,0.0002785825,0.00019789718,0.00026601698,0.00034493054,0.000672714,0.0027583288,0.09022602,0.81233436],"study_design_scores_gemma":[0.000015107176,0.000053095468,0.00541573,0.0377039,0.000577934,0.00025944927,0.00035753482,0.000039764884,0.0001806106,0.00077051256,0.95459,0.000036247347],"about_ca_topic_score_codex":0.29949692,"about_ca_topic_score_gemma":0.5744361,"teacher_disagreement_score":0.7005031,"about_ca_system_score_codex":0.006467573,"about_ca_system_score_gemma":0.02320978,"threshold_uncertainty_score":0.59550726},"labels":[],"label_agreement":null},{"id":"W2130772037","doi":"10.1016/j.marpol.2006.09.001","title":"Is there any hope for fisheries management?","year":2006,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Stock (firearms); Fisheries management; Fishery; Fish stock; Fish <Actinopterygii>; Balance (ability); Business; Natural resource economics; Fisheries science; Economics; Fishing; Geography","score_opus":0.013862850089590553,"score_gpt":0.2608898054628337,"score_spread":0.24702695537324315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130772037","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006895652,0.0033508476,0.00047214722,0.9811149,0.0041711475,0.0000031989653,0.000062635714,0.000023687882,0.010111867],"genre_scores_gemma":[0.08859322,0.014752911,0.003444711,0.8365475,0.017860973,0.00006691951,0.00014062123,0.000051366,0.03854176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955824,0.0015736828,0.00016810266,0.0003998775,0.0012193623,0.0010566164],"domain_scores_gemma":[0.97560364,0.009611489,0.0016665851,0.0015285279,0.0052802577,0.006309452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0136923175,0.0006731373,0.0011794554,0.0012595274,0.004596738,0.010790476,0.0026130814,0.023503926,0.038921185],"category_scores_gemma":[0.03904679,0.0003882417,0.0010684909,0.0013669236,0.014703239,0.018852966,0.0050397273,0.016085183,0.0076518315],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020401695,0.00019650717,0.0020490903,0.00035799947,0.00012481562,0.00021230122,0.0005195756,0.00042245732,0.00045926258,0.49777335,0.445606,0.05207461],"study_design_scores_gemma":[0.000066396424,0.00005716311,0.0013908903,0.00066154415,0.00007352794,0.00011067164,0.0034464877,0.00040701652,0.0002797265,0.53099984,0.46244386,0.000062938634],"about_ca_topic_score_codex":0.007020114,"about_ca_topic_score_gemma":0.012851782,"teacher_disagreement_score":0.038921185,"about_ca_system_score_codex":0.0038362755,"about_ca_system_score_gemma":0.013052855,"threshold_uncertainty_score":0.13020432},"labels":[],"label_agreement":null},{"id":"W2133574020","doi":"10.1016/j.marpol.2008.05.005","title":"Co-management of sea turtle fisheries: Biogeography versus geopolitics","year":2008,"lang":"en","type":"article","venue":"Marine Policy","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Fisheries management; Incentive; Fishery; Geography; Environmental resource management; Business; Context (archaeology); Resource management (computing); Stock (firearms); Fishing; Overexploitation; Turtle (robot); Economics","score_opus":0.01833355979821802,"score_gpt":0.2450846456311058,"score_spread":0.22675108583288778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133574020","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":[0.9311701,0.004105528,0.004397724,0.018364564,0.00012212165,0.000041412924,0.0003530514,0.000027648164,0.041417867],"genre_scores_gemma":[0.9981364,0.00051886885,0.00025234607,0.00039829043,0.000045539382,0.000008204843,0.000023814247,0.0000028512648,0.00061357714],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869174,0.0006859395,0.00007291492,0.00015462696,0.00014390542,0.0002508647],"domain_scores_gemma":[0.99370944,0.0019263814,0.0023350255,0.00032080355,0.0006549293,0.0010533188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001928539,0.00014594034,0.00033068034,0.0013826012,0.0008745751,0.002076538,0.00048327955,0.0010995875,0.0043977676],"category_scores_gemma":[0.005628453,0.00013771569,0.00019977732,0.0016907154,0.0019260882,0.0021543365,0.0014545538,0.0006731536,0.00020784485],"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":[0.00048204127,0.00050385034,0.8310081,0.0002543032,0.00047463967,0.00046117135,0.0010253033,0.010031481,0.0026844214,0.059539456,0.0026676075,0.09086769],"study_design_scores_gemma":[0.000044779317,0.00050393003,0.9391276,0.00022542165,0.00021468506,0.00039022721,0.0052472292,0.009383271,0.0012762703,0.028681261,0.014865179,0.000040062518],"about_ca_topic_score_codex":0.009474399,"about_ca_topic_score_gemma":0.039036334,"teacher_disagreement_score":0.009474399,"about_ca_system_score_codex":0.0017472418,"about_ca_system_score_gemma":0.0021834841,"threshold_uncertainty_score":0.018838525},"labels":[],"label_agreement":null},{"id":"W2155442974","doi":"10.1016/j.marpol.2011.06.008","title":"Sustainability of deep-sea fisheries","year":2011,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":365,"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 British Columbia","funders":"","keywords":"Fishing; Fishery; Sustainability; Productivity; Population; Biomass (ecology); Marine ecosystem; Fisheries management; Ecosystem; Geography; Ecology; Biology; Economics","score_opus":0.018064320202948972,"score_gpt":0.2589705598913213,"score_spread":0.24090623968837233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155442974","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":[0.48199493,0.026041124,0.016855337,0.13665,0.00081721466,0.00005426257,0.0017660373,0.00009070716,0.33573043],"genre_scores_gemma":[0.9851178,0.006055481,0.0008558858,0.0013328914,0.00019372354,0.000014822839,0.00017290244,0.000015046979,0.0062414943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984006,0.00071525684,0.000084798136,0.000122533,0.00033146693,0.00034541677],"domain_scores_gemma":[0.99669373,0.000999259,0.00053843914,0.0002801322,0.0011141768,0.0003742671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003677214,0.00040333153,0.00036522458,0.0012386716,0.00066098967,0.0041384855,0.00045448614,0.001417184,0.0037630359],"category_scores_gemma":[0.008212575,0.00014421558,0.00031210063,0.0017817647,0.0018238297,0.003396372,0.0024145928,0.0011054565,0.00020895181],"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":[0.00015434212,0.00014803199,0.029890114,0.0004286047,0.00018051772,0.00019412085,0.0005855575,0.015473221,0.0014953761,0.78420705,0.011159069,0.15608402],"study_design_scores_gemma":[0.000014346501,0.00006947927,0.01974774,0.00031944952,0.0000751465,0.000089261055,0.0022132222,0.0044337977,0.0007768459,0.9018459,0.07039911,0.000015730366],"about_ca_topic_score_codex":0.0069642304,"about_ca_topic_score_gemma":0.009560275,"teacher_disagreement_score":0.0069642304,"about_ca_system_score_codex":0.0032866676,"about_ca_system_score_gemma":0.0066283,"threshold_uncertainty_score":0.023846626},"labels":[],"label_agreement":null},{"id":"W2161157861","doi":"10.1016/j.marpol.2012.06.003","title":"Knowing in context: An exploration of the interface of marine harvesters' local ecological knowledge with ecosystem approaches to management","year":2012,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Mount Saint Vincent University; Bedford Institute of Oceanography","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Environmental resource management; Resource (disambiguation); Ecosystem management; Context (archaeology); Ecosystem; Resource management (computing); Ecosystem-based management; Identification (biology); Coastal management; Natural resource management; Ecology; Geography; Computer science; Natural resource; Environmental science; Biology","score_opus":0.0678620833162121,"score_gpt":0.27538544544319754,"score_spread":0.20752336212698544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161157861","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":[0.58128047,0.0021934719,0.029119547,0.033707112,0.00006198766,0.000087723594,0.00010527906,0.000035932575,0.35340843],"genre_scores_gemma":[0.9971968,0.00027439193,0.0016190985,0.00022396733,0.000007800316,0.000022080003,0.0000100813895,0.000008016181,0.00063780876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9961242,0.0027815336,0.00006587796,0.00030908154,0.0003453744,0.000373999],"domain_scores_gemma":[0.9803057,0.016557224,0.0010570924,0.0007119534,0.00063554215,0.0007324745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077929115,0.00028759867,0.00046479417,0.002224103,0.006691957,0.01319157,0.0019442638,0.0029413104,0.007333455],"category_scores_gemma":[0.025101349,0.0004178737,0.0003960491,0.0034591684,0.029152302,0.024075337,0.0078094243,0.0031986362,0.0001724454],"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":[0.00007508998,0.00007291768,0.012259021,0.00016184022,0.000027179016,0.0005964934,0.2765712,0.00068351405,0.00027613406,0.6886415,0.00080662774,0.01982847],"study_design_scores_gemma":[0.000025567891,0.000039033624,0.011838737,0.00030943833,0.00006295561,0.0004561742,0.47044834,0.002349278,0.0003055732,0.4919297,0.022202475,0.00003271821],"about_ca_topic_score_codex":0.014738457,"about_ca_topic_score_gemma":0.027931087,"teacher_disagreement_score":0.014738457,"about_ca_system_score_codex":0.004436608,"about_ca_system_score_gemma":0.006005016,"threshold_uncertainty_score":0.041213334},"labels":[],"label_agreement":null},{"id":"W225315268","doi":"10.1016/j.marpol.2015.04.009","title":"The role of moral economy in two British Columbia fisheries: Confronting neoliberal policies","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Fisheries law; Value (mathematics); Moral economy; Fishery; Welfare; Scale (ratio); Economics; Fisheries management; Political science; Market economy; Geography; Fishing; Politics; Law","score_opus":0.010108211453575839,"score_gpt":0.20251641591114367,"score_spread":0.19240820445756782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W225315268","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":[0.6597728,0.0009415628,0.0008487633,0.08772994,0.00017968583,0.00005913555,0.0000789512,0.000017529983,0.25037163],"genre_scores_gemma":[0.9789457,0.00030063483,0.00024678727,0.0040925206,0.000024386014,0.000025305164,0.000009491536,0.000008905494,0.016346354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9965339,0.0009396443,0.000062270316,0.00020536422,0.00047036927,0.001788555],"domain_scores_gemma":[0.9907148,0.0033616934,0.00052923313,0.00033295687,0.0021664358,0.002894895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005285978,0.00029362607,0.00046034716,0.0010891872,0.017063,0.011660142,0.0019264239,0.00811251,0.009751448],"category_scores_gemma":[0.014547134,0.0003422228,0.00032853195,0.0011937591,0.01614563,0.0025435851,0.0042373277,0.008374436,0.000245656],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006088312,0.00030102415,0.024041725,0.00013297904,0.00010781014,0.001669657,0.02846392,0.0051423116,0.0014906765,0.8795585,0.027264046,0.031218547],"study_design_scores_gemma":[0.0006382107,0.00021110875,0.17012781,0.0006989705,0.00037885702,0.00027118123,0.1883587,0.014073938,0.001973966,0.32591414,0.2969099,0.0004432034],"about_ca_topic_score_codex":0.9139273,"about_ca_topic_score_gemma":0.95926136,"teacher_disagreement_score":0.08607268,"about_ca_system_score_codex":0.0755159,"about_ca_system_score_gemma":0.07857683,"threshold_uncertainty_score":0.5479088},"labels":[],"label_agreement":null},{"id":"W2256005589","doi":"10.1016/j.marpol.2016.01.013","title":"Assessing the added value of the recent declaration on unregulated fishing for sustainable governance of the central Arctic Ocean","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique","funders":"National Energy Research Scientific Computing Center","keywords":"Declaration; Fishing; Corporate governance; Arctic; The arctic; Business; Value (mathematics); Fishery; Environmental resource management; Environmental planning; Geography; Oceanography; Environmental science; Political science; Finance; Geology; Law; Computer science; Biology","score_opus":0.026818470112191545,"score_gpt":0.32269269471975076,"score_spread":0.2958742246075592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256005589","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":[0.9200887,0.0009430781,0.0008353667,0.011574411,0.00027522785,0.00005506804,0.00057635875,0.000013940894,0.06563786],"genre_scores_gemma":[0.99679035,0.00032272388,0.00051298586,0.00053338945,0.000060264614,0.000030106328,0.00012900702,0.0000042766605,0.0016168633],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9917419,0.0038288198,0.0003567321,0.0004073148,0.0025413574,0.001123999],"domain_scores_gemma":[0.9758105,0.013766645,0.0038147853,0.0010976773,0.0041823206,0.0013280319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012265688,0.00042035995,0.00034617688,0.0018099818,0.0011893185,0.0049180654,0.0009914001,0.0025020537,0.003969375],"category_scores_gemma":[0.03912837,0.00022894151,0.0005370478,0.002657234,0.0026676508,0.0022709353,0.0026760346,0.0025730748,0.00022493649],"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":[0.0035590942,0.0012852991,0.39090052,0.0009395032,0.0015295865,0.0015201551,0.0038443075,0.12130418,0.003853791,0.32815528,0.0124977045,0.13061063],"study_design_scores_gemma":[0.00035716925,0.0026179713,0.7329879,0.0011740191,0.0012514937,0.00026263748,0.017102618,0.05735949,0.006194401,0.111056946,0.06942582,0.00020958507],"about_ca_topic_score_codex":0.027361937,"about_ca_topic_score_gemma":0.051229928,"teacher_disagreement_score":0.027361937,"about_ca_system_score_codex":0.009606449,"about_ca_system_score_gemma":0.0093474,"threshold_uncertainty_score":0.0697},"labels":[],"label_agreement":null},{"id":"W2305236361","doi":"10.1016/j.marpol.2016.03.002","title":"Enacting and contesting neoliberalism in fisheries: The tragedy of commodifying lobster access rights in Southwest Nova Scotia","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Fishing; Fishery; Fish stock; Fisheries management; Fisheries law; Corporate governance; Political science; Business; Finance","score_opus":0.030269948399848652,"score_gpt":0.25991290640057413,"score_spread":0.22964295800072548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305236361","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":[0.92605,0.00057549524,0.00023319597,0.033060264,0.000052327356,0.000017349885,0.00005771796,0.0000068805152,0.039946873],"genre_scores_gemma":[0.9937365,0.00015578167,0.0000761335,0.001547525,0.000007526521,0.000005267182,0.000006856597,0.000003085963,0.0044611413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99775994,0.00046444652,0.000050495622,0.0001509162,0.00025683196,0.0013173305],"domain_scores_gemma":[0.9940848,0.0022359856,0.00066173496,0.00033316613,0.0009885686,0.0016958228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034104702,0.0001146491,0.0002269661,0.0005007896,0.0060664113,0.0064924876,0.0009460353,0.0021226802,0.0033354277],"category_scores_gemma":[0.007076576,0.00022832633,0.00016158615,0.0006647314,0.010338477,0.0015074133,0.0035730205,0.0025996862,0.00012676556],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006385581,0.00022641968,0.28540593,0.00034307962,0.00015288958,0.0053990968,0.11329707,0.005628829,0.0063781897,0.45742255,0.03761841,0.08748903],"study_design_scores_gemma":[0.00013865293,0.00012826528,0.62361056,0.0005971387,0.00008403688,0.00045395846,0.15108706,0.0034503902,0.00156194,0.04677275,0.17197713,0.00013824561],"about_ca_topic_score_codex":0.89865094,"about_ca_topic_score_gemma":0.9645097,"teacher_disagreement_score":0.101349056,"about_ca_system_score_codex":0.034047347,"about_ca_system_score_gemma":0.045584533,"threshold_uncertainty_score":0.24703199},"labels":[],"label_agreement":null},{"id":"W2321119505","doi":"10.1016/j.marpol.2016.03.013","title":"Can environment management integrate into supply chain management? Information sharing via shrimp aquaculture cooperatives in northwestern Sri Lanka","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health; McGill University","funders":"Canada Research Chairs; Northwestern University","keywords":"Business; Information sharing; Shrimp; Shrimp farming; Sustainability; Supply chain; Aquaculture; Supply chain management; Corporate governance; Government (linguistics); Commons; Fishery; Environmental resource management; Marketing; Economics; Ecology; Finance; Fish <Actinopterygii>; Biology","score_opus":0.006108429091435364,"score_gpt":0.20346654430637096,"score_spread":0.1973581152149356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321119505","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":[0.9962774,0.000017075057,0.000036906895,0.0002809026,7.3128354e-7,0.000006843647,0.000010540356,0.0000018290051,0.003367702],"genre_scores_gemma":[0.9989436,0.000032088257,0.000060970848,0.000019120356,5.810848e-7,0.000006004817,0.000010864715,7.150055e-7,0.00092612865],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99928445,0.00031599004,0.00004259699,0.00006432161,0.00007787051,0.00021467361],"domain_scores_gemma":[0.9964831,0.0014905244,0.00079176633,0.00015528954,0.0005512306,0.00052815996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013944854,0.00008579759,0.00011919282,0.00068302476,0.0032546811,0.0019001467,0.00044357646,0.00040973598,0.0031833868],"category_scores_gemma":[0.0028232948,0.00016823002,0.00012130291,0.0017147779,0.0010810513,0.0016241148,0.0020214182,0.0004459953,0.00019948477],"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":[0.0001880474,0.00031882516,0.73597115,0.00009745653,0.000036274974,0.002731239,0.21074164,0.00090244843,0.002284043,0.0049001,0.001292243,0.04053658],"study_design_scores_gemma":[0.000014709663,0.00017456127,0.49415067,0.000079333426,0.000042936415,0.00027223202,0.49473184,0.0012453797,0.0004371857,0.00050165865,0.00832183,0.000027665417],"about_ca_topic_score_codex":0.17075685,"about_ca_topic_score_gemma":0.34279385,"teacher_disagreement_score":0.17075685,"about_ca_system_score_codex":0.0034343223,"about_ca_system_score_gemma":0.0064898706,"threshold_uncertainty_score":0.33952588},"labels":[],"label_agreement":null},{"id":"W2338688401","doi":"10.1016/j.marpol.2016.04.001","title":"Balanced harvesting: The institutional incompatibilities","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; European Commission; Paul G. Allen Family Foundation","keywords":"Fishing; Fishery; Fisheries science; IUCN Red List; Whaling; Threatened species; Maximum sustainable yield; Marine ecosystem; Productivity; Marine conservation; Fisheries management; Ecosystem; Geography; Business; Ecology; Biology; Economics","score_opus":0.017874240579445165,"score_gpt":0.25880855796352625,"score_spread":0.24093431738408108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338688401","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":[0.1599016,0.0056092134,0.046228196,0.14682367,0.0005442937,0.00012593847,0.00037091156,0.00010230946,0.6402938],"genre_scores_gemma":[0.9868482,0.0010372535,0.0028929808,0.0036361665,0.00023897727,0.00010527406,0.00004832584,0.000026951537,0.0051659527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9865906,0.006876669,0.00058938784,0.0017541685,0.002521687,0.0016675617],"domain_scores_gemma":[0.95943564,0.027364701,0.0036867259,0.0051740636,0.0028395068,0.0014992488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023213265,0.00036888037,0.00073520036,0.00174688,0.0036195316,0.012759445,0.0019461428,0.0055588274,0.01486721],"category_scores_gemma":[0.056800004,0.0004846735,0.00044225305,0.003175702,0.016221344,0.009785904,0.0051311944,0.0050794734,0.0006767397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026792013,0.000021228494,0.0012031058,0.000020222013,0.000011597574,0.000017975508,0.00025998498,0.0005880196,0.00006615946,0.98628575,0.001123577,0.010375506],"study_design_scores_gemma":[0.000017992443,0.00001207405,0.0019374883,0.000081302394,0.000014441199,0.000022908085,0.0005765813,0.00076498487,0.00010679967,0.9878968,0.008558727,0.000009776054],"about_ca_topic_score_codex":0.003344922,"about_ca_topic_score_gemma":0.0053051324,"teacher_disagreement_score":0.023213265,"about_ca_system_score_codex":0.0064537744,"about_ca_system_score_gemma":0.0070569892,"threshold_uncertainty_score":0.122764945},"labels":[],"label_agreement":null},{"id":"W2397341616","doi":"10.1016/j.marpol.2016.04.046","title":"Still catching attention: Sea Around Us reconstructed global catch data, their spatial expression and public accessibility","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":144,"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":"Allen Foundation; Paul G. Allen Family Foundation; MAVA Foundation; Pew Charitable Trusts","keywords":"Discards; Exclusive economic zone; Subsistence agriculture; Geography; Recreation; Fishery; Business; Marine conservation; Environmental resource management; Fishing; Political science; Economics; Agriculture","score_opus":0.034222415347129276,"score_gpt":0.29855511103543886,"score_spread":0.2643326956883096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397341616","genre_codex":"dataset","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":[0.15594704,0.0030189517,0.037839353,0.021978842,0.001474703,0.0004059533,0.54521734,0.010035365,0.22408244],"genre_scores_gemma":[0.47319302,0.004238383,0.07361081,0.0029136005,0.0005228558,0.00088973215,0.41481614,0.004038494,0.025776945],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9976065,0.0006042165,0.0003196611,0.00038528958,0.0009255984,0.00015870802],"domain_scores_gemma":[0.98867434,0.0029083868,0.0015065931,0.0028446484,0.003633246,0.00043277157],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0044189193,0.00042617088,0.00032354443,0.0058970586,0.00057782704,0.0043686205,0.0007696907,0.00066049123,0.012000173],"category_scores_gemma":[0.02299263,0.00035577695,0.00036107854,0.015932515,0.0006607604,0.0041079177,0.0032770003,0.0009552576,0.005156523],"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":[0.00031161215,0.0001011974,0.14003852,0.000527539,0.00010649971,0.00015887884,0.0033101276,0.0035438663,0.0012510091,0.024324987,0.47148186,0.3548439],"study_design_scores_gemma":[0.000032215507,0.00005712543,0.14158995,0.000701898,0.00008846579,0.0001841926,0.00672138,0.0035760612,0.0017688891,0.0091499165,0.83600694,0.00012306294],"about_ca_topic_score_codex":0.09128033,"about_ca_topic_score_gemma":0.061225295,"teacher_disagreement_score":0.9992303,"about_ca_system_score_codex":0.0016954263,"about_ca_system_score_gemma":0.002147047,"threshold_uncertainty_score":0.18149805},"labels":[],"label_agreement":null},{"id":"W2398979791","doi":"10.1016/j.marpol.2016.05.008","title":"Fishers’ knowledge indicates short-term temporal changes in the amount and composition of catches in the southwestern Atlantic","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; International Development Research Centre","keywords":"Fishing; Fishery; Geography; Predation; Biomass (ecology); Scarcity; Fisheries management; Invertebrate; Fish <Actinopterygii>; Ecology; Biology","score_opus":0.018388235710827736,"score_gpt":0.24895317483035967,"score_spread":0.23056493911953194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398979791","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":[0.9992173,0.000054649234,0.000017759528,0.00016110997,0.000001792368,5.446115e-7,0.00012020774,5.992126e-7,0.00042607714],"genre_scores_gemma":[0.999298,0.00008535863,0.000020913663,0.000023277473,0.0000035150497,5.8858683e-7,0.00017143945,5.9674943e-7,0.0003961673],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9997805,0.000026924841,0.000033419976,0.000052221658,0.000044379703,0.00006264991],"domain_scores_gemma":[0.9941859,0.0014047978,0.002854119,0.0003625195,0.00078608096,0.00040645566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011247665,0.00008031714,0.00014217757,0.0005128613,0.00053141546,0.0006450164,0.00032104546,0.0003314527,0.0021699881],"category_scores_gemma":[0.0057881246,0.00013567219,0.00017537529,0.00066648534,0.0004509423,0.00092061755,0.0005032322,0.00037686256,0.00015614367],"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":[0.00008297187,0.000016612868,0.9946832,0.0000087099625,0.000025362178,0.000030457697,0.000651291,0.00022771214,0.00043800648,0.00010065213,0.00016072218,0.003574257],"study_design_scores_gemma":[6.174735e-7,0.0000049027462,0.99931717,0.000003348383,0.000004078973,0.000006230555,0.00033993856,0.00013515125,0.000033140677,0.000021562006,0.00013258231,0.0000011370254],"about_ca_topic_score_codex":0.26972708,"about_ca_topic_score_gemma":0.5029872,"teacher_disagreement_score":0.26972708,"about_ca_system_score_codex":0.0013379336,"about_ca_system_score_gemma":0.0010183282,"threshold_uncertainty_score":0.5363142},"labels":[],"label_agreement":null},{"id":"W2460054039","doi":"10.1016/j.marpol.2016.06.007","title":"Action and inertia in collaborative governance","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Collaborative governance; Deliberation; Corporate governance; Action (physics); Marine protected area; Business; Set (abstract data type); Knowledge management; Public relations; Political science; Process management; Computer science; Ecology","score_opus":0.007430309178515755,"score_gpt":0.23778901504884073,"score_spread":0.23035870587032498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460054039","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":[0.70294833,0.0010390293,0.024447203,0.03297762,0.00021460566,0.00008066107,0.00006463621,0.00005253383,0.23817538],"genre_scores_gemma":[0.99817145,0.000059210004,0.0004215013,0.00016397874,0.000043565597,0.00002439019,0.0000070507913,0.0000058236724,0.0011029105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9888809,0.006079676,0.00048459618,0.0014455977,0.0012829968,0.001826162],"domain_scores_gemma":[0.8648276,0.10509358,0.010647186,0.007852005,0.0034628962,0.008116759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018277325,0.00028285163,0.0005435821,0.0025070834,0.00515813,0.009089494,0.0012392463,0.0040045665,0.0067756753],"category_scores_gemma":[0.0627178,0.00042877396,0.0003810412,0.0022703381,0.028857756,0.008557408,0.0064574415,0.0032036782,0.00023605881],"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":[0.000051596864,0.00006531555,0.016654585,0.000026056809,0.00001925779,0.000092097216,0.011615668,0.0013448228,0.00008248977,0.95784605,0.0010771278,0.01112481],"study_design_scores_gemma":[0.00006938169,0.000048971342,0.016515208,0.000075049546,0.000030201401,0.00007395595,0.015092396,0.0040625143,0.00013039561,0.9518438,0.012035019,0.000022991555],"about_ca_topic_score_codex":0.008234112,"about_ca_topic_score_gemma":0.0069339317,"teacher_disagreement_score":0.018277325,"about_ca_system_score_codex":0.0048448946,"about_ca_system_score_gemma":0.0053693075,"threshold_uncertainty_score":0.09666091},"labels":[],"label_agreement":null},{"id":"W2510972012","doi":"10.1016/j.marpol.2016.07.008","title":"Measuring what we value: The utility of mixed methods approaches for incorporating values into marine social-ecological system management","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of New Brunswick","keywords":"Value (mathematics); Environmental resource management; Business; Ecology; Environmental science; Computer science; Biology","score_opus":0.07077955404930844,"score_gpt":0.2966398508258666,"score_spread":0.22586029677655814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510972012","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":[0.047826674,0.0032100421,0.9368353,0.00358011,0.00029220048,0.0009917048,0.0007549865,0.00011864273,0.0063902787],"genre_scores_gemma":[0.41512376,0.00096074806,0.5795205,0.0008174246,0.00017526039,0.0026073619,0.0002152814,0.00005259582,0.000527035],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.7840794,0.20142427,0.0032173973,0.0045906324,0.006165873,0.0005223599],"domain_scores_gemma":[0.43429837,0.53328663,0.012548907,0.012909641,0.0058191475,0.0011372825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12941192,0.002436561,0.0027790202,0.006328454,0.001916792,0.009729188,0.0033485421,0.0029661183,0.0028207141],"category_scores_gemma":[0.31025362,0.0009317491,0.002344999,0.0063881543,0.004197623,0.0089433035,0.006217947,0.004139767,0.0002752248],"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":[0.0010752254,0.0012039593,0.08611371,0.0038854834,0.011956953,0.00018974794,0.008620868,0.07054694,0.0008414431,0.31688547,0.0039964886,0.4946837],"study_design_scores_gemma":[0.00017637346,0.0008577327,0.013965299,0.0013081295,0.0013769194,0.00012093277,0.002616325,0.23198469,0.0012537448,0.7394913,0.0065220143,0.00032657984],"about_ca_topic_score_codex":0.007221408,"about_ca_topic_score_gemma":0.009914774,"teacher_disagreement_score":0.12941192,"about_ca_system_score_codex":0.0038054232,"about_ca_system_score_gemma":0.004387651,"threshold_uncertainty_score":0.68440384},"labels":[],"label_agreement":null},{"id":"W2513345601","doi":"10.1016/j.marpol.2016.08.009","title":"Historical abundance of juvenile commercial fish in coastal habitats: Implications for fish habitat management in Canada","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Habitat; Juvenile; Fish <Actinopterygii>; Abundance (ecology); Fishery; Juvenile fish; Geography; Ecology; Biology","score_opus":0.018046640888790717,"score_gpt":0.26343747717757793,"score_spread":0.24539083628878722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513345601","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":[0.9961224,0.0006231773,0.00009068057,0.00069570553,0.000008825418,0.000003904896,0.0011509814,0.000005369309,0.001299003],"genre_scores_gemma":[0.9982786,0.00035566415,0.000121892546,0.000060033868,0.0000037838645,0.0000019951358,0.00035800954,0.0000028648828,0.00081709615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957186,0.000035419835,0.00002622832,0.00008531341,0.00010451691,0.00017664912],"domain_scores_gemma":[0.99808204,0.000099796096,0.00029067523,0.000038402643,0.00093783607,0.0005513317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068612077,0.00011575211,0.00019635762,0.0010988227,0.0024371906,0.0012830873,0.0010296828,0.0004145856,0.002291543],"category_scores_gemma":[0.0020455362,0.0002069986,0.0002076735,0.002607774,0.0010518518,0.00055793487,0.00061662943,0.00047681804,0.0001388768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005177696,0.000019276418,0.9880155,0.000028375925,0.00003123788,0.00007645414,0.00089951535,0.00030455834,0.00023081889,0.00036829585,0.0011114494,0.008862748],"study_design_scores_gemma":[0.0000018327773,0.0000066330363,0.99698025,0.000017973669,0.000009948785,0.00002685332,0.001801941,0.00030650423,0.000050002,0.00004224,0.0007509899,0.00000473738],"about_ca_topic_score_codex":0.9936433,"about_ca_topic_score_gemma":0.9984464,"teacher_disagreement_score":0.026426341,"about_ca_system_score_codex":0.026426341,"about_ca_system_score_gemma":0.018927133,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2538349044","doi":"10.1016/j.marpol.2016.10.014","title":"Declining Arctic Ocean oil and gas developments: Opportunities to improve governance and environmental pollution control","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Arctic; Corporate governance; Circumpolar star; Natural resource economics; Environmental science; The arctic; Environmental planning; Business; Environmental protection; Oceanography; Economics; Geology; Finance","score_opus":0.02002947594544585,"score_gpt":0.27029048686123436,"score_spread":0.2502610109157885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538349044","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":[0.6673472,0.008848074,0.0030272054,0.13670123,0.0005548387,0.000028503548,0.00069647277,0.00008050963,0.18271603],"genre_scores_gemma":[0.98458046,0.004799848,0.00087488536,0.0017361564,0.00014489201,0.000013060491,0.00013716189,0.00001027319,0.0077033173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913365,0.00030596144,0.000045386467,0.0000913768,0.00014097433,0.0002826881],"domain_scores_gemma":[0.9978713,0.00041937624,0.00048930536,0.000105700376,0.00061391597,0.00050041755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024886983,0.0002120628,0.00026336787,0.0007608326,0.0017302765,0.005400455,0.0004276341,0.0014402055,0.0038234335],"category_scores_gemma":[0.0034819418,0.000109722445,0.0002399109,0.00155523,0.0017761269,0.0023915216,0.0016446022,0.0013431157,0.00021255045],"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":[0.0003560263,0.00023904958,0.15414415,0.0005760694,0.00014113056,0.00042927032,0.006499145,0.011419623,0.0024421492,0.7099538,0.017644787,0.09615478],"study_design_scores_gemma":[0.000083805644,0.0003224236,0.41834334,0.0009437447,0.00019582508,0.00020945008,0.04493391,0.00886102,0.002923703,0.1805238,0.34257832,0.00008071987],"about_ca_topic_score_codex":0.09071352,"about_ca_topic_score_gemma":0.12936702,"teacher_disagreement_score":0.09071352,"about_ca_system_score_codex":0.0055896887,"about_ca_system_score_gemma":0.01662189,"threshold_uncertainty_score":0.18037105},"labels":[],"label_agreement":null},{"id":"W2550740755","doi":"10.1016/j.marpol.2016.10.022","title":"Privatization, financialization and ocean grabbing in New Brunswick herring fisheries and salmon aquaculture","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Dalhousie University; U.S. Department of Justice","keywords":"Financialization; Herring; Fishery; Aquaculture; Commodity; Business; Economics; Finance; Fish <Actinopterygii>; Biology","score_opus":0.016340392493225102,"score_gpt":0.21187907063839734,"score_spread":0.19553867814517223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550740755","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":[0.98786795,0.00086667226,0.00014661437,0.005734804,0.000020522055,0.00000955364,0.00029707782,0.0000054149145,0.005051474],"genre_scores_gemma":[0.9957918,0.00044044663,0.0000274213,0.000333927,0.000013902457,0.0000054890425,0.00009981438,0.0000022357433,0.0032849517],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99951017,0.0000909816,0.000027453489,0.000033624787,0.000049157246,0.0002885753],"domain_scores_gemma":[0.99723923,0.00074430107,0.0012358429,0.00006437148,0.00022450229,0.00049170485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000899183,0.00013583283,0.00027283738,0.0005999317,0.0009745878,0.0022132453,0.00048881856,0.0011377882,0.005924584],"category_scores_gemma":[0.0032869454,0.00018779958,0.000311984,0.0013316122,0.002244135,0.0012708555,0.0012186755,0.0013564457,0.00014789937],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005401245,0.0004657627,0.88083494,0.00011141975,0.00020516089,0.000812601,0.0023970956,0.015924368,0.0009233011,0.07008714,0.006673672,0.021024227],"study_design_scores_gemma":[0.000070787646,0.000097027645,0.9452763,0.00012336628,0.00015516645,0.00004754389,0.016325915,0.0073187808,0.00061142974,0.018134028,0.011797639,0.00004202004],"about_ca_topic_score_codex":0.6809444,"about_ca_topic_score_gemma":0.8862591,"teacher_disagreement_score":0.31905562,"about_ca_system_score_codex":0.015916016,"about_ca_system_score_gemma":0.011466765,"threshold_uncertainty_score":0.6418692},"labels":[],"label_agreement":null},{"id":"W2551776347","doi":"10.1016/j.marpol.2016.10.023","title":"Transboundary research in fisheries","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Maritime boundary; Overfishing; Scholarship; Fisheries management; Corporate governance; Boundary-work; Boundary (topology); Fisheries law; Typology; Political science; Environmental resource management; Fishery; Sociology; Business; Fishing; Economics; Social science","score_opus":0.04541825510083742,"score_gpt":0.3029610771874483,"score_spread":0.2575428220866109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551776347","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":[0.022626434,0.27708122,0.06349997,0.099386275,0.0054862397,0.00009030178,0.00029790623,0.00012366968,0.531408],"genre_scores_gemma":[0.7133397,0.20142514,0.028477332,0.015205877,0.0036608803,0.00032959174,0.00029592944,0.00019532525,0.037070267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929696,0.004799947,0.00035710083,0.0008472983,0.0006514975,0.00037459264],"domain_scores_gemma":[0.9894846,0.0075781513,0.00079971564,0.0011080321,0.000633202,0.00039634446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070701493,0.000591272,0.0007224649,0.0049022296,0.0049617696,0.009919747,0.0013229972,0.0047277138,0.009204425],"category_scores_gemma":[0.009663446,0.0003087764,0.0007103251,0.009511276,0.029153157,0.013743007,0.0070432564,0.0042770407,0.0011445109],"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":[0.000003941851,0.000006573509,0.000572341,0.0002453576,0.000008370021,0.000108714295,0.004865497,0.0002091111,0.00006387919,0.974323,0.0038869223,0.0157063],"study_design_scores_gemma":[0.0000035830108,0.00001734222,0.0010922023,0.0017845127,0.0000118794605,0.00039748443,0.010319455,0.0003387768,0.00012177148,0.70349365,0.28240302,0.000016302356],"about_ca_topic_score_codex":0.0059807156,"about_ca_topic_score_gemma":0.006139599,"teacher_disagreement_score":0.009919747,"about_ca_system_score_codex":0.0056348345,"about_ca_system_score_gemma":0.0054764794,"threshold_uncertainty_score":0.04088372},"labels":[],"label_agreement":null},{"id":"W2551947901","doi":"10.1016/j.marpol.2016.11.006","title":"Licence Banks as a tool to mitigate corporate control of fisheries: A British Columbia groundfish example","year":2016,"lang":"en","type":"article","venue":"Marine Policy","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Groundfish; Redress; Fishery; Control (management); Business; Fish <Actinopterygii>; Fisheries management; Economics; Political science; Fishing; Management; Law; Biology","score_opus":0.022710418778231024,"score_gpt":0.25671206954652365,"score_spread":0.23400165076829263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551947901","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":[0.80223244,0.0008265671,0.0011081225,0.028343916,0.00005794884,0.00010551774,0.00013263812,0.000039821123,0.16715302],"genre_scores_gemma":[0.9555672,0.0007739041,0.00068966375,0.0021654498,0.000016376787,0.000038084647,0.000033034285,0.000008593602,0.040707745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998982,0.00028454707,0.000018208379,0.000053075764,0.00027514857,0.00038699544],"domain_scores_gemma":[0.99745303,0.00087252306,0.00023448069,0.000122025995,0.0007647554,0.00055318186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011112484,0.00023776061,0.00021180496,0.001230234,0.006462317,0.0038943954,0.0010026112,0.0026945986,0.005497517],"category_scores_gemma":[0.0038144053,0.00017656457,0.00020552988,0.0017523017,0.0045964676,0.000980259,0.0016384762,0.0025075437,0.00025960908],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045172803,0.0017612558,0.2861646,0.0002254619,0.0002378092,0.0056576915,0.026975298,0.011736578,0.003559318,0.33643907,0.14873292,0.17805824],"study_design_scores_gemma":[0.0005233805,0.00050540885,0.5161524,0.00056814775,0.00045549282,0.00072918826,0.13394171,0.021458836,0.0031254194,0.055494405,0.26681167,0.00023396839],"about_ca_topic_score_codex":0.8994673,"about_ca_topic_score_gemma":0.9729707,"teacher_disagreement_score":0.10053271,"about_ca_system_score_codex":0.01772802,"about_ca_system_score_gemma":0.024523007,"threshold_uncertainty_score":0.20224947},"labels":[],"label_agreement":null},{"id":"W2569593339","doi":"10.1016/j.marpol.2017.01.006","title":"Comments on FAOs State of World Fisheries and Aquaculture (SOFIA 2016)","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":218,"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":"Paul G. Allen Family Foundation","keywords":"Aquaculture; Fishery; Food security; China; Agriculture; Resource (disambiguation); Geography; Developing country; Business; Natural resource economics; Fish <Actinopterygii>; Agricultural economics; Economic growth; Economics; Biology","score_opus":0.01963290257333312,"score_gpt":0.2884036193321645,"score_spread":0.2687707167588314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569593339","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021523014,0.010283823,0.0007439588,0.57841,0.28340387,0.00035169715,0.0049206144,0.0005837111,0.119150035],"genre_scores_gemma":[0.019719528,0.010364306,0.0022702995,0.5348061,0.05983212,0.0009570888,0.0061445353,0.000998539,0.36490747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941497,0.00080559024,0.00077520456,0.00049001846,0.0028679108,0.00091163145],"domain_scores_gemma":[0.9860713,0.002659475,0.001416257,0.00075168983,0.007875395,0.001225898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01048215,0.0013610714,0.0010052334,0.0019352474,0.0029235985,0.0056243767,0.0022803727,0.012041004,0.041901764],"category_scores_gemma":[0.03727627,0.00063479395,0.001369679,0.0023226035,0.0018000853,0.0041659377,0.0035908446,0.009301625,0.034047984],"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":[0.00003526619,0.0000065488225,0.0001719251,0.00009999022,0.0000026368343,0.00008134933,0.000098281394,0.00004196608,0.00009533822,0.0014469106,0.99202466,0.005895144],"study_design_scores_gemma":[0.000004136818,0.0000057967245,0.0006429948,0.00021590226,0.0000025640027,0.000023197847,0.00014577823,0.000018088878,0.000058369795,0.0003876722,0.9984835,0.000011939327],"about_ca_topic_score_codex":0.02574849,"about_ca_topic_score_gemma":0.018161522,"teacher_disagreement_score":0.041901764,"about_ca_system_score_codex":0.005365716,"about_ca_system_score_gemma":0.009558911,"threshold_uncertainty_score":0.1401754},"labels":[],"label_agreement":null},{"id":"W2602022672","doi":"10.1016/j.marpol.2017.03.013","title":"The best catch data that can possibly be? Rejoinder to Ye et al. “FAO's statistic data and sustainability of fisheries and aquaculture”","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":47,"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":"Paul G. Allen Family Foundation","keywords":"Sustainability; Aquaculture; Fishery; Food security; Statistic; Value (mathematics); Fish <Actinopterygii>; Fisheries management; Political science; Geography; Fishing; Ecology; Statistics; Biology; Agriculture; Mathematics","score_opus":0.061618503951876236,"score_gpt":0.3594357422085316,"score_spread":0.29781723825665535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602022672","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000084158426,0.0006568924,0.00011479215,0.990575,0.008221565,0.0000023668363,0.000028757295,0.000011133609,0.00030535314],"genre_scores_gemma":[0.0020111632,0.0003528346,0.00022895943,0.9887428,0.0075210896,0.000019272678,0.000013651774,0.000033102628,0.0010771198],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96652156,0.016040005,0.003104658,0.0041841674,0.0076860893,0.002463418],"domain_scores_gemma":[0.8716489,0.09190521,0.0070252074,0.003215577,0.020883441,0.0053216727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.036784276,0.0018447083,0.0023444167,0.0018700494,0.008402253,0.010424003,0.0062051457,0.07722835,0.004592263],"category_scores_gemma":[0.12868235,0.0013325873,0.0023441403,0.0023364194,0.023048965,0.01489667,0.007215586,0.09215326,0.0039737867],"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":[0.00003556093,0.0000110587125,0.00017281143,0.00008889558,0.000022303451,0.00023158758,0.002096012,0.000062407555,0.00013304321,0.011793902,0.98224443,0.0031080635],"study_design_scores_gemma":[0.000029419136,0.000026156617,0.0005477937,0.00071121263,0.000033945023,0.00029526354,0.0043047043,0.00016784298,0.0004073046,0.021305917,0.97202086,0.00014961958],"about_ca_topic_score_codex":0.022756469,"about_ca_topic_score_gemma":0.01908705,"teacher_disagreement_score":0.07722835,"about_ca_system_score_codex":0.010129044,"about_ca_system_score_gemma":0.018361414,"threshold_uncertainty_score":0.19453615},"labels":[],"label_agreement":null},{"id":"W2605213959","doi":"10.1016/j.marpol.2017.03.030","title":"A timely opportunity to protect North Atlantic right whales in Canada","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"World Wildlife Fund Canada; Dalhousie University; Canadian Wildlife Federation","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fishing; Fishery; Bycatch; Groundfish; Geography; International waters; Right whale; Structural basin; Fisheries management; Whale; Biology","score_opus":0.023765875493338612,"score_gpt":0.24936353096918218,"score_spread":0.22559765547584357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605213959","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":[0.013560038,0.10957672,0.0008659587,0.7783097,0.009707248,0.00015507625,0.0032732154,0.0001651205,0.08438695],"genre_scores_gemma":[0.1768906,0.2599184,0.006473379,0.37513515,0.004876254,0.00034146832,0.0043246606,0.00017766627,0.17186242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997361,0.00023066171,0.00010466955,0.00012025489,0.0009687392,0.0012147248],"domain_scores_gemma":[0.99049604,0.0010771913,0.00045531752,0.00015741296,0.004524908,0.0032891023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004528879,0.0005191353,0.00044203093,0.0027004532,0.0048046676,0.0046348143,0.0016254537,0.0070613674,0.010255841],"category_scores_gemma":[0.006283581,0.00034049054,0.0005605676,0.0025826576,0.002328191,0.0018960699,0.0032924647,0.005112201,0.00084877724],"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":[0.00012959774,0.00009005286,0.009586617,0.0019799173,0.000069236354,0.0004887002,0.0018887037,0.00060012715,0.00123913,0.022308374,0.8085185,0.15310095],"study_design_scores_gemma":[0.000020665555,0.000033677683,0.028882606,0.0016965279,0.000058688052,0.00006195385,0.0045787934,0.00007883856,0.00026706984,0.0025452566,0.96174055,0.000035351783],"about_ca_topic_score_codex":0.9747459,"about_ca_topic_score_gemma":0.9907584,"teacher_disagreement_score":0.034434266,"about_ca_system_score_codex":0.034434266,"about_ca_system_score_gemma":0.2350965,"threshold_uncertainty_score":0.24983925},"labels":[],"label_agreement":null},{"id":"W2610115976","doi":"10.1016/j.marpol.2017.04.009","title":"Towards the economic viability of local seafood programs: Key features for the financial performance of community supported fisheries","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"University of British Columbia; Simon Fraser University","keywords":"Business; Profit (economics); Finance; Key (lock); Marketing; Economics; Computer science","score_opus":0.03862920932867632,"score_gpt":0.2549612280131236,"score_spread":0.2163320186844473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610115976","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":[0.61773425,0.0020071138,0.011540205,0.088269874,0.00018163091,0.00022090328,0.0003537489,0.000082325634,0.27960995],"genre_scores_gemma":[0.9948776,0.00031686775,0.001113436,0.0003352809,0.00005436287,0.00003417951,0.000047890866,0.000007939992,0.0032125006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99497753,0.002168111,0.00016697317,0.00022024363,0.0015109873,0.0009561247],"domain_scores_gemma":[0.98191833,0.005975718,0.0023921914,0.00091530115,0.00559763,0.0032007424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0104211755,0.0003775886,0.00032009528,0.0025985355,0.0031795837,0.012962245,0.0013709291,0.0028988586,0.010886168],"category_scores_gemma":[0.03567709,0.00018930668,0.0003105874,0.002794281,0.004449911,0.010988372,0.00605355,0.0033288826,0.0005476236],"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":[0.000408901,0.00061487214,0.09724491,0.00037369714,0.0001262518,0.000413479,0.0030657253,0.010992823,0.0015732436,0.66142046,0.010960702,0.21280491],"study_design_scores_gemma":[0.00007738144,0.0006823911,0.23956229,0.0017063514,0.00021004688,0.0003883882,0.044954274,0.0234815,0.0056678494,0.60525715,0.077842526,0.00016985994],"about_ca_topic_score_codex":0.008084689,"about_ca_topic_score_gemma":0.01661645,"teacher_disagreement_score":0.012962245,"about_ca_system_score_codex":0.0058552152,"about_ca_system_score_gemma":0.015566759,"threshold_uncertainty_score":0.055113077},"labels":[],"label_agreement":null},{"id":"W2612023115","doi":"10.1016/j.marpol.2017.05.007","title":"Solutions to blue carbon emissions: Shrimp cultivation, mangrove deforestation and climate change in coastal Bangladesh","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":106,"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 British Columbia; University of Manitoba","funders":"Leibniz-Zentrum für Marine Tropenforschung; Alexander von Humboldt-Stiftung","keywords":"Mangrove; Blue carbon; Deforestation (computer science); Shrimp; Environmental science; Shrimp farming; Greenhouse gas; Climate change; Carbon sequestration; Agroforestry; Penaeus monodon; Ecosystem; Fishery; Environmental protection; Aquaculture; Ecology; Carbon dioxide; Biology","score_opus":0.01747573927425607,"score_gpt":0.271674795487726,"score_spread":0.25419905621346994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612023115","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":[0.47103313,0.016301382,0.0021093162,0.40685055,0.00075332186,0.00012663937,0.0018642788,0.00006605649,0.100895256],"genre_scores_gemma":[0.97028726,0.008545888,0.0008649353,0.0073015396,0.00015428677,0.000075574535,0.00020237335,0.000010114143,0.012558029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99925035,0.00022957922,0.00004696854,0.00004445616,0.00008328038,0.0003454184],"domain_scores_gemma":[0.99912065,0.00018074144,0.00018147739,0.000021107642,0.00021034226,0.00028564234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012835457,0.00036632037,0.00023859742,0.00059999374,0.0012588025,0.00276441,0.00074418465,0.0033649364,0.009502749],"category_scores_gemma":[0.0024582972,0.00019299205,0.00027863492,0.0010717016,0.0010669027,0.0012845326,0.0022864388,0.0016904217,0.00037560883],"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":[0.0012809035,0.0007438917,0.16824877,0.0043207025,0.0005997969,0.009464567,0.012952003,0.044778496,0.018873388,0.37762454,0.11880729,0.24230574],"study_design_scores_gemma":[0.00031025842,0.00045427802,0.29922196,0.0020776994,0.0003693751,0.0012604047,0.086147696,0.016665947,0.0052482965,0.15112053,0.43683103,0.0002925073],"about_ca_topic_score_codex":0.10178552,"about_ca_topic_score_gemma":0.1648798,"teacher_disagreement_score":0.10178552,"about_ca_system_score_codex":0.0059413738,"about_ca_system_score_gemma":0.013979819,"threshold_uncertainty_score":0.20238608},"labels":[],"label_agreement":null},{"id":"W2616264593","doi":"10.1016/j.marpol.2017.03.035","title":"An appeal for a code of conduct for marine conservation","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; The Quebec Population Health Research Network; Research Canada; Fisheries and Oceans Canada; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Liber Ero Foundation","keywords":"Corporate governance; Code of conduct; Marine conservation; Conservation psychology; Legitimacy; Appeal; Business; Set (abstract data type); Political science; Code (set theory); Environmental planning; Environmental resource management; Ecology; Computer science; Economics; Law; Geography","score_opus":0.05669534979635597,"score_gpt":0.34158935263706836,"score_spread":0.28489400284071237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616264593","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006628086,0.0045699133,0.07959552,0.74961877,0.022984687,0.0018059592,0.0003268317,0.000405138,0.13406506],"genre_scores_gemma":[0.24620675,0.0042837583,0.17808028,0.5099041,0.007153061,0.0071069896,0.0008117029,0.0006837597,0.04576964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.541205,0.24356283,0.062334947,0.018601477,0.11971981,0.014575866],"domain_scores_gemma":[0.31433517,0.4168308,0.031173117,0.0680977,0.14793068,0.021632627],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.23657447,0.0015797053,0.0028334095,0.00572131,0.020165151,0.032164365,0.005751155,0.05919118,0.00408966],"category_scores_gemma":[0.49875498,0.0021953094,0.004023632,0.005508467,0.05944584,0.025320413,0.020377332,0.07328171,0.0028925433],"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":[0.000055838653,0.00007440792,0.0006686882,0.0007146553,0.000026732876,0.00033552898,0.016523933,0.00038337894,0.0008911108,0.86875457,0.096943825,0.0146273365],"study_design_scores_gemma":[0.00009515308,0.0001332818,0.0019256596,0.0064097256,0.00006112821,0.0006646149,0.01159836,0.0010377321,0.00048754696,0.23699535,0.7402782,0.00031325367],"about_ca_topic_score_codex":0.02871714,"about_ca_topic_score_gemma":0.021557983,"teacher_disagreement_score":0.23657447,"about_ca_system_score_codex":0.022538355,"about_ca_system_score_gemma":0.121939324,"threshold_uncertainty_score":0.94143957},"labels":[],"label_agreement":null},{"id":"W2620197494","doi":"10.1016/j.marpol.2017.05.025","title":"Mitigating cetacean bycatch in coastal Ecuador: Governance challenges for small-scale fisheries","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Aquarium; University of British Columbia","funders":"","keywords":"Bycatch; Fishery; Fishing; Corporate governance; Business; Marine protected area; Stakeholder; Environmental planning; Scale (ratio); Marine conservation; Environmental resource management; Geography; Political science; Ecology; Habitat; Environmental science","score_opus":0.035013832822486275,"score_gpt":0.2690129500717027,"score_spread":0.2339991172492164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620197494","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":[0.7861377,0.039861746,0.00392767,0.10502452,0.00039368102,0.00025831876,0.000587318,0.000076869306,0.0637321],"genre_scores_gemma":[0.97404057,0.014393724,0.0019573604,0.002940074,0.00011773217,0.00019965893,0.0001745087,0.0000121493895,0.006164238],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993793,0.00020865748,0.00003132378,0.00004983007,0.000063964166,0.00026695538],"domain_scores_gemma":[0.99873,0.00039842963,0.00031722712,0.00005840871,0.00028668184,0.00020933965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022338491,0.00039119524,0.00028503788,0.0007372213,0.0010136806,0.0021331576,0.0010762024,0.0012643859,0.004631191],"category_scores_gemma":[0.004849315,0.00010976065,0.00018647291,0.0011304182,0.0011797447,0.0023036518,0.0028405858,0.00086327136,0.00013059845],"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":[0.00053144596,0.00069410226,0.22805321,0.004908785,0.0004944642,0.0034921532,0.01134388,0.013425163,0.006274326,0.14646222,0.030894252,0.553426],"study_design_scores_gemma":[0.00015667794,0.0006388081,0.61430687,0.0060470444,0.0004563175,0.00062002294,0.09041063,0.009805862,0.0033553417,0.050682705,0.22341314,0.000106586274],"about_ca_topic_score_codex":0.04441353,"about_ca_topic_score_gemma":0.056293506,"teacher_disagreement_score":0.04441353,"about_ca_system_score_codex":0.0029645253,"about_ca_system_score_gemma":0.0053608804,"threshold_uncertainty_score":0.08831006},"labels":[],"label_agreement":null},{"id":"W2624592064","doi":"10.1016/j.marpol.2017.05.030","title":"A rapid assessment of co-benefits and trade-offs among Sustainable Development Goals","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":422,"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 Ottawa; University of British Columbia","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Sustainability; Sustainable development; Overfishing; Environmental resource management; Context (archaeology); Business; Environmental planning; Environmental economics; Fishing; Political science; Ecology; Economics; Geography","score_opus":0.01337974441988195,"score_gpt":0.26639295612527036,"score_spread":0.25301321170538843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624592064","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":[0.39966395,0.005648134,0.36393756,0.01550882,0.00027055742,0.0019162646,0.002356522,0.00052693137,0.21017122],"genre_scores_gemma":[0.8346058,0.0011211782,0.16160081,0.00029050506,0.000038786493,0.0005872282,0.00058468734,0.000034217017,0.0011367524],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9677624,0.016271044,0.0017297688,0.0020673678,0.011103408,0.0010659338],"domain_scores_gemma":[0.8977212,0.06752902,0.012248891,0.004104356,0.017238492,0.0011581476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.058466233,0.0014474012,0.0011968913,0.014124905,0.0015304784,0.005530998,0.0015130637,0.0012324812,0.0041653146],"category_scores_gemma":[0.087053485,0.00052886613,0.002047441,0.007846874,0.0023765878,0.009840146,0.008157633,0.002748074,0.0004969154],"study_design_candidate":"simulation_or_modeling","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":[0.00030185934,0.00033483858,0.1531412,0.0019625204,0.0008657518,0.00078365835,0.007039254,0.04698649,0.0030421165,0.26706603,0.006090079,0.51238614],"study_design_scores_gemma":[0.000089993744,0.0011792281,0.1793242,0.0023965775,0.00071754,0.00084501284,0.024982214,0.15081248,0.0037641341,0.57599854,0.05936976,0.00052037794],"about_ca_topic_score_codex":0.0062823957,"about_ca_topic_score_gemma":0.010889814,"teacher_disagreement_score":0.058466233,"about_ca_system_score_codex":0.005296629,"about_ca_system_score_gemma":0.007754451,"threshold_uncertainty_score":0.30920273},"labels":[],"label_agreement":null},{"id":"W2728894318","doi":"10.1016/j.marpol.2017.06.023","title":"From Scotland to New Scotland: Constructing a sectoral marine plan for tidal energy for Nova Scotia","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Fisheries and Oceans Canada","keywords":"Nova scotia; Nova (rocket); Plan (archaeology); Oceanography; Tidal power; Geography; Geology; Archaeology; Engineering; Ecology; Aeronautics; Biology","score_opus":0.022115232034607704,"score_gpt":0.27230953265386443,"score_spread":0.25019430061925674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728894318","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":[0.7478515,0.004558881,0.0029928733,0.10050641,0.0017560519,0.001658933,0.002219792,0.000152419,0.1383032],"genre_scores_gemma":[0.8917292,0.0022053977,0.0060492074,0.016332122,0.00012160498,0.00039492705,0.0009919596,0.000060761762,0.082114846],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9975821,0.00030786436,0.0001696135,0.00011842059,0.0004399045,0.0013822053],"domain_scores_gemma":[0.9956279,0.00038931172,0.00030797272,0.00010073061,0.0011041987,0.0024699701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028586714,0.00032455527,0.0002573409,0.0011754793,0.0053175394,0.0053986367,0.0015485871,0.002846225,0.005677082],"category_scores_gemma":[0.0071727377,0.0005610344,0.00039936593,0.0012873209,0.0011589432,0.0015898818,0.004347157,0.002609966,0.0004936975],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011721585,0.00047465877,0.2260659,0.0013271028,0.0001653435,0.014843744,0.053470824,0.010799432,0.009755198,0.1427703,0.295523,0.24363239],"study_design_scores_gemma":[0.00016500123,0.00052729744,0.35147107,0.0011037276,0.00009989009,0.00075229653,0.07802285,0.0026395048,0.000946798,0.0031408304,0.5609444,0.00018638518],"about_ca_topic_score_codex":0.9133604,"about_ca_topic_score_gemma":0.97774476,"teacher_disagreement_score":0.08663958,"about_ca_system_score_codex":0.033844322,"about_ca_system_score_gemma":0.12088983,"threshold_uncertainty_score":0.24555892},"labels":[],"label_agreement":null},{"id":"W2737330193","doi":"10.1016/j.marpol.2017.09.034","title":"Climate change is likely to severely limit the effectiveness of deep-sea ABMTs in the North Atlantic","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"European Commission","keywords":"Marine protected area; Environmental resource management; Biodiversity; Marine spatial planning; Climate change; Adaptive management; Jurisdiction; Ecosystem-based management; Marine ecosystem; Marine conservation; Geography; Ecosystem; Ecosystem services; Environmental science; Environmental planning; Habitat; Ecology; Oceanography; Geology","score_opus":0.029465904033716718,"score_gpt":0.2946033991529344,"score_spread":0.26513749511921764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737330193","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":[0.97937155,0.0015199804,0.0010182826,0.003308534,0.00009223508,0.00001528256,0.00035429117,0.000054370877,0.014265454],"genre_scores_gemma":[0.99741167,0.0007049242,0.000551221,0.0003648296,0.00001656783,0.0000058744695,0.000097202705,0.000006086605,0.00084175577],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996532,0.000049194765,0.000025047706,0.000046582267,0.00009949811,0.00012652269],"domain_scores_gemma":[0.99895513,0.00010403142,0.00044524585,0.00006668082,0.00022281251,0.00020601758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071077136,0.000102586855,0.00012941445,0.0002250592,0.0007703255,0.0009169657,0.00035202978,0.00033057225,0.0016369886],"category_scores_gemma":[0.0015082253,0.00007742484,0.00023675735,0.00044458927,0.000587597,0.0006816783,0.0011002346,0.0003591433,0.00018726173],"study_design_candidate":"simulation_or_modeling","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":[0.00008665338,0.000055637956,0.8385242,0.00016959292,0.00009191117,0.0006028312,0.0010623451,0.0026178963,0.008069589,0.0025729982,0.002803189,0.14334314],"study_design_scores_gemma":[0.0000047041644,0.00004417049,0.97801036,0.00009318027,0.000029320585,0.000097260425,0.0018269091,0.0014407077,0.00047588788,0.00081399013,0.017146919,0.000016563776],"about_ca_topic_score_codex":0.1834577,"about_ca_topic_score_gemma":0.46218693,"teacher_disagreement_score":0.1834577,"about_ca_system_score_codex":0.0021211163,"about_ca_system_score_gemma":0.0021282781,"threshold_uncertainty_score":0.3647797},"labels":[],"label_agreement":null},{"id":"W2751937543","doi":"10.1016/j.marpol.2017.08.028","title":"Confronting challenges to integrating Pacific salmon into ecosystem-based management policies","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Ecosystem management; Ecosystem-based management; Ecosystem; Environmental resource management; Ecosystem services; Business; Fish migration; Environmental planning; Ecology; Geography; Environmental science; Habitat","score_opus":0.02286540944200757,"score_gpt":0.29294113275128475,"score_spread":0.2700757233092772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751937543","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":[0.024361968,0.0026653344,0.003961857,0.90435374,0.0011447795,0.000042830576,0.00009579208,0.000048754773,0.06332503],"genre_scores_gemma":[0.6680506,0.007865961,0.014777567,0.2901117,0.0033147451,0.00041228207,0.0001417048,0.000092535985,0.015232926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98080486,0.0076710186,0.000909443,0.001356907,0.0060228063,0.0032349399],"domain_scores_gemma":[0.92925686,0.040732592,0.0050164,0.0026641695,0.012454245,0.009875731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.062079683,0.00047532294,0.00089862663,0.0018298738,0.0065956647,0.017436087,0.004328556,0.026507864,0.007921631],"category_scores_gemma":[0.093250446,0.0006842317,0.00074635644,0.003008449,0.0142914215,0.010689349,0.010554656,0.021728372,0.00061493943],"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":[0.00009245479,0.00024518266,0.0076414677,0.0004199454,0.00019204272,0.00035903548,0.0044749873,0.0101261735,0.0008164127,0.8113801,0.09870336,0.0655488],"study_design_scores_gemma":[0.00010179779,0.000104267434,0.007822554,0.0013380859,0.00013739971,0.00012924123,0.010458114,0.006372048,0.00063822104,0.7214424,0.2513337,0.00012222157],"about_ca_topic_score_codex":0.065769084,"about_ca_topic_score_gemma":0.11485942,"teacher_disagreement_score":0.065769084,"about_ca_system_score_codex":0.012615371,"about_ca_system_score_gemma":0.07941346,"threshold_uncertainty_score":0.3283127},"labels":[],"label_agreement":null},{"id":"W2753090502","doi":"10.1016/j.marpol.2017.08.018","title":"“Fish as food”: Exploring a food sovereignty approach to small-scale fisheries","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; Lakehead University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Food sovereignty; Operationalization; Fishing; Context (archaeology); Fisheries management; Fishery; Sovereignty; Scale (ratio); Food systems; Commodity; Food security; Sociology; Political science; Environmental resource management; Business; Economics; Ecology; Geography; Politics; Biology; Law","score_opus":0.05929390800806749,"score_gpt":0.2178666555637798,"score_spread":0.1585727475557123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753090502","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":[0.2317176,0.0015098546,0.11566408,0.08535758,0.00021085925,0.00012725234,0.00012238485,0.00006412908,0.5652264],"genre_scores_gemma":[0.99348867,0.00015558027,0.0019328378,0.0009981219,0.000053713033,0.00004858834,0.000007885053,0.000008030578,0.0033065318],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99686384,0.0019066419,0.000069692716,0.00038709538,0.00029827197,0.00047454453],"domain_scores_gemma":[0.99440515,0.0038490125,0.0005314452,0.00048258674,0.0002856509,0.0004461355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005641799,0.00038528582,0.00066190434,0.00071781495,0.0038642152,0.006335742,0.0017941702,0.005227728,0.008711063],"category_scores_gemma":[0.009873266,0.0003351325,0.0008994481,0.0009286388,0.0215347,0.008678996,0.005813179,0.004624882,0.00017890049],"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":[0.0000060114053,0.000010993329,0.00018836951,0.000007863924,0.0000051667544,0.000019511534,0.00024441633,0.0009803327,0.000035558412,0.9970866,0.00024219947,0.0011730926],"study_design_scores_gemma":[0.000009172105,0.000009882053,0.00024736585,0.000020401145,0.000006662433,0.0000099048775,0.00040207518,0.0021719765,0.000038994778,0.99409676,0.0029822728,0.0000044347526],"about_ca_topic_score_codex":0.008716529,"about_ca_topic_score_gemma":0.012554387,"teacher_disagreement_score":0.008716529,"about_ca_system_score_codex":0.0053661787,"about_ca_system_score_gemma":0.0073547508,"threshold_uncertainty_score":0.03893453},"labels":[],"label_agreement":null},{"id":"W2753898218","doi":"10.1016/j.marpol.2017.08.026","title":"A United States shark fin ban would undermine sustainable shark fisheries","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Fordham University; U.S. Department of the Treasury","keywords":"Fishery; Fisheries management; Bycatch; Business; Geography; Fishing; Biology","score_opus":0.013001963639579039,"score_gpt":0.2600567946591202,"score_spread":0.24705483101954115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753898218","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":[0.25547567,0.0028897102,0.0030680047,0.27576804,0.012635152,0.00022683672,0.0026093028,0.00047597082,0.44685128],"genre_scores_gemma":[0.54667026,0.0012938511,0.0038570862,0.27422473,0.0010928697,0.00024549395,0.00055105024,0.000052727402,0.17201193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972941,0.00034962298,0.00014598235,0.00032881257,0.0011735887,0.00070791034],"domain_scores_gemma":[0.9948361,0.0016151078,0.0005375545,0.00027603988,0.0017434432,0.0009917999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004376081,0.0008038396,0.0004794021,0.0011873806,0.003612852,0.004201456,0.0013059636,0.015913306,0.011892745],"category_scores_gemma":[0.009991307,0.0006033547,0.0011980878,0.0006339665,0.0025637432,0.0017874909,0.003111266,0.00585883,0.0022736024],"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":[0.0022104406,0.0018822382,0.058595926,0.0004484248,0.00046946184,0.0019335581,0.0018724198,0.0064988923,0.020589681,0.413265,0.37986732,0.11236675],"study_design_scores_gemma":[0.0007976674,0.0018191049,0.09196774,0.0012040859,0.0009763897,0.0010466854,0.0045569683,0.0065534916,0.011849114,0.07880696,0.80002016,0.00040162329],"about_ca_topic_score_codex":0.07389227,"about_ca_topic_score_gemma":0.15209214,"teacher_disagreement_score":0.07389227,"about_ca_system_score_codex":0.005168609,"about_ca_system_score_gemma":0.016952753,"threshold_uncertainty_score":0.14692432},"labels":[],"label_agreement":null},{"id":"W2762258570","doi":"10.1016/j.marpol.2017.09.037","title":"Perceptions of aquaculture ecolabels: A multi-stakeholder approach in Nova Scotia, Canada","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aquaculture; Business; Stakeholder; Sustainability; Viewpoints; Ecosystem-based management; Environmental resource management; Transparency (behavior); Environmental planning; Marketing; Fishery; Fish <Actinopterygii>; Geography; Political science; Public relations; Economics; Ecology; Ecosystem","score_opus":0.03959157706628319,"score_gpt":0.2857500665053559,"score_spread":0.2461584894390727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762258570","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":[0.9920805,0.00016617293,0.00005351183,0.0017575335,0.000010116544,0.000043656717,0.00019465174,0.0000020966336,0.0056917625],"genre_scores_gemma":[0.99677,0.00018594161,0.000082481274,0.00028523107,0.0000017789944,0.000020874233,0.00005868941,0.0000020586137,0.002593021],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9973333,0.00050435995,0.000101304264,0.00015486321,0.0007372043,0.0011689315],"domain_scores_gemma":[0.99362636,0.0010148257,0.00061876077,0.00007472547,0.00226369,0.0024016418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021785176,0.0002283675,0.00033991973,0.0013493313,0.010413291,0.0032857286,0.0010047139,0.0008614701,0.0027306592],"category_scores_gemma":[0.0048312624,0.00030386553,0.0003269955,0.002243962,0.0025459586,0.00084929017,0.0028995078,0.0013016645,0.00010406835],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004702392,0.00030139022,0.71614736,0.00029433973,0.00008667092,0.002227551,0.23369841,0.0011058176,0.0019199881,0.007035446,0.0089732865,0.027739497],"study_design_scores_gemma":[0.000015726642,0.000086076616,0.552069,0.00017790539,0.00002011238,0.00008439942,0.43662587,0.00069995975,0.00018726116,0.0002590197,0.009728439,0.00004626515],"about_ca_topic_score_codex":0.9967464,"about_ca_topic_score_gemma":0.9990645,"teacher_disagreement_score":0.082310006,"about_ca_system_score_codex":0.082310006,"about_ca_system_score_gemma":0.104376405,"threshold_uncertainty_score":0.59720373},"labels":[],"label_agreement":null},{"id":"W2767644474","doi":"10.1016/j.marpol.2017.10.023","title":"Coastal and Indigenous community access to marine resources and the ocean: A policy imperative for Canada","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Sciencetech (Canada); University of Waterloo; Memorial University of Newfoundland; Nuu Chah Nulth Tribal Council; Simon Fraser University; Assembly of First Nations; Entrust (Canada); Saint Mary's University; University of New Brunswick; University of Victoria; University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Indigenous; Marine conservation; Sustainability; Environmental resource management; Marine protected area; Business; Environmental planning; Geography; Ecology; Environmental science","score_opus":0.011979157668490798,"score_gpt":0.26766414463077254,"score_spread":0.25568498696228176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767644474","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":[0.11502523,0.00958732,0.0013199322,0.7026346,0.0013658751,0.00015627565,0.0010937119,0.00016246719,0.1686546],"genre_scores_gemma":[0.73067355,0.009472653,0.0045300066,0.16235223,0.0006897277,0.0001576905,0.00042764566,0.00007253399,0.09162392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946795,0.00045021033,0.0001132172,0.00023436136,0.0016006425,0.0029220504],"domain_scores_gemma":[0.97680044,0.0038019614,0.0007665351,0.00038087278,0.006155082,0.012095025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004350576,0.0003906463,0.0007045775,0.0017543205,0.013620041,0.010624074,0.0032738585,0.010869109,0.013989162],"category_scores_gemma":[0.011914415,0.0004540215,0.0006668793,0.002293698,0.006388772,0.003852094,0.0071476507,0.007474745,0.00043293906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002555037,0.0003691273,0.03956403,0.0013837608,0.00019017469,0.0019639016,0.018081805,0.0032363909,0.0024956535,0.47138706,0.33471197,0.1263606],"study_design_scores_gemma":[0.00015678914,0.00014765078,0.06411455,0.002011749,0.00021240007,0.00038029754,0.034752164,0.0034424453,0.0009993387,0.057787582,0.8356947,0.0003002969],"about_ca_topic_score_codex":0.98972964,"about_ca_topic_score_gemma":0.9958597,"teacher_disagreement_score":0.06513939,"about_ca_system_score_codex":0.06513939,"about_ca_system_score_gemma":0.37915096,"threshold_uncertainty_score":0.47262156},"labels":[],"label_agreement":null},{"id":"W2767896895","doi":"10.1016/j.marpol.2017.11.001","title":"Exclusion and non-participation in Marine Spatial Planning","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":269,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Massachusetts Department of Fish and Game; Queen's University Belfast; U.S. Department of Agriculture; Executive Office of Energy and Environmental Affairs; U.S. Department of Transportation; U.S. Department of Commerce; U.S. Department of Defense; U.S. Department of Energy; U.S. Environmental Protection Agency; U.S. Department of Homeland Security","keywords":"Marine spatial planning; Legitimacy; Spatial planning; Stakeholder; Politics; Citizen journalism; Participatory planning; Corporate governance; Ideology; Political science; Sociology; Stakeholder engagement; Process (computing); Democracy; Public relations; Environmental planning; Economics; Geography; Management","score_opus":0.01315614825950175,"score_gpt":0.29270570964523174,"score_spread":0.27954956138573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767896895","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":[0.8112172,0.00059190707,0.009825388,0.013546736,0.000066946064,0.00006243422,0.00015745421,0.000017652046,0.16451432],"genre_scores_gemma":[0.9960376,0.00006157325,0.00024230673,0.00014503818,0.000022005364,0.000018220362,0.000025013871,0.000005147598,0.0034431014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9884213,0.0066050305,0.000546452,0.0008288258,0.0010117224,0.002586689],"domain_scores_gemma":[0.9190568,0.06046038,0.0064290925,0.0033009923,0.0031273414,0.007625375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013770923,0.00025836483,0.00077786244,0.0010237908,0.0045483173,0.005032982,0.0015602183,0.0029871033,0.014620429],"category_scores_gemma":[0.054743715,0.00042012925,0.0006512825,0.0019047962,0.009001497,0.0043736445,0.0071475888,0.0037832714,0.00048474784],"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":[0.0005555925,0.0004456191,0.1294153,0.00012553636,0.00011042724,0.00062194956,0.015316324,0.0071812463,0.00035276913,0.80563104,0.0047281357,0.03551612],"study_design_scores_gemma":[0.00008495396,0.00016675617,0.08516411,0.00021876706,0.00010644796,0.0003573044,0.03587288,0.012992968,0.0004746841,0.8342221,0.030283986,0.000054981276],"about_ca_topic_score_codex":0.037514284,"about_ca_topic_score_gemma":0.058440484,"teacher_disagreement_score":0.037514284,"about_ca_system_score_codex":0.0032838758,"about_ca_system_score_gemma":0.004950287,"threshold_uncertainty_score":0.074591815},"labels":[],"label_agreement":null},{"id":"W2769867042","doi":"10.1016/j.marpol.2017.10.031","title":"Assessing the changes in international trade of marine fishes under CITES regulations – A case study of seahorses","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"CITES; Seahorse; Fishery; International trade; Demersal zone; Business; Biology; Geography; Fishing","score_opus":0.10016692350145052,"score_gpt":0.34764397874230796,"score_spread":0.24747705524085745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769867042","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":[0.99771094,0.00002643219,0.00007491745,0.00008864248,0.0000016003513,0.000009714933,0.000058596816,0.000001364842,0.0020276962],"genre_scores_gemma":[0.99873763,0.00005847247,0.00018366649,0.000027622176,0.0000026086973,0.000007894544,0.00011879771,0.0000014973291,0.0008618428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998793,0.0004415458,0.000074377036,0.00015292047,0.0002753141,0.0002627674],"domain_scores_gemma":[0.99611795,0.00174434,0.0011107125,0.00014618947,0.0006032544,0.00027759114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019365924,0.00025097086,0.00026122667,0.0011505816,0.0010488669,0.0020662711,0.0005806089,0.0016778351,0.0019729834],"category_scores_gemma":[0.0041658664,0.0002001178,0.0005433283,0.0020333235,0.001242483,0.0013485202,0.00082216697,0.00082535035,0.0001704375],"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":[0.0004469073,0.00092645735,0.9442902,0.000104734616,0.0003118421,0.0050100335,0.004594875,0.019330028,0.0028985098,0.0051379073,0.00073830027,0.01621017],"study_design_scores_gemma":[0.000022955459,0.0006316911,0.94724226,0.000048378406,0.00011527478,0.00037220065,0.03169741,0.014543105,0.0010331622,0.00086773036,0.0033897625,0.000035970403],"about_ca_topic_score_codex":0.12081694,"about_ca_topic_score_gemma":0.18771969,"teacher_disagreement_score":0.12081694,"about_ca_system_score_codex":0.0043213633,"about_ca_system_score_gemma":0.0019083522,"threshold_uncertainty_score":0.2402274},"labels":[],"label_agreement":null},{"id":"W2772039958","doi":"10.1016/j.marpol.2017.11.034","title":"A decision tree that can address connectivity in the design of Marine Protected Area Networks (MPAn)","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Marine protected area; Biological dispersal; Habitat; Environmental resource management; Population; Biodiversity; Marine conservation; Geography; Marine spatial planning; Marine ecosystem; Ecology; Ecosystem; Fishery; Environmental science; Biology","score_opus":0.044608105284909494,"score_gpt":0.2517809124046683,"score_spread":0.20717280711975883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772039958","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":[0.03461853,0.0001914824,0.9535645,0.0010189299,0.000090637346,0.00034069177,0.00053269556,0.00033562968,0.009306853],"genre_scores_gemma":[0.5429447,0.000257067,0.45298398,0.0003255624,0.0000775216,0.00032303305,0.00073844305,0.000077960874,0.0022717605],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980812,0.001076025,0.00010609046,0.00027704518,0.00023417032,0.0002254977],"domain_scores_gemma":[0.99088997,0.0074626785,0.000404738,0.00025613248,0.0005861997,0.00040031236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037014172,0.00052537245,0.0009898396,0.0012863647,0.00095155195,0.0015620437,0.0012535457,0.0016156429,0.0072131027],"category_scores_gemma":[0.01510341,0.0005031022,0.0009996969,0.0014098046,0.0006743029,0.0023532272,0.001591795,0.0012450751,0.0005141704],"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":[0.00017996528,0.00020722154,0.0033085737,0.0001901329,0.00008084278,0.00017630545,0.00017782944,0.83972263,0.0010063181,0.05553531,0.0057527544,0.093662076],"study_design_scores_gemma":[0.000027629549,0.000067749206,0.00019422054,0.000028523547,0.000032645632,0.00003597982,0.00004491104,0.96426046,0.00022490519,0.033510465,0.0015641776,0.000008281619],"about_ca_topic_score_codex":0.0041112,"about_ca_topic_score_gemma":0.008691268,"teacher_disagreement_score":0.0072131027,"about_ca_system_score_codex":0.0010763997,"about_ca_system_score_gemma":0.0025870895,"threshold_uncertainty_score":0.024130285},"labels":[],"label_agreement":null},{"id":"W2773364237","doi":"10.1016/j.marpol.2017.12.004","title":"An economic approach to marine megafauna conservation in the coral triangle: Marine turtles in Sabah, Malaysia","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":22,"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 British Columbia; Fisheries and Oceans Canada","funders":"Universiti Malaysia Sabah","keywords":"Fishery; Marine protected area; Marine conservation; Turtle (robot); Tourism; Geography; Marine reserve; Fishing; Environmental protection; Ecology; Habitat; Biology","score_opus":0.0199977830022387,"score_gpt":0.27610406841575214,"score_spread":0.25610628541351343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773364237","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":[0.8726991,0.0022985528,0.0018663538,0.07349822,0.00015458332,0.0001374625,0.00023622518,0.000016708951,0.049092714],"genre_scores_gemma":[0.98744816,0.00070972013,0.00061510847,0.0012957052,0.00003876894,0.00004482708,0.000022285623,0.0000026731132,0.0098228445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99907804,0.0003826907,0.000032445703,0.00004010745,0.00009839977,0.0003683717],"domain_scores_gemma":[0.9985929,0.00032798658,0.0002653534,0.000021210757,0.00018644998,0.0006061478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425093,0.00022130494,0.00013789203,0.0011669763,0.0015655385,0.0029179784,0.00092826196,0.0020349768,0.005727585],"category_scores_gemma":[0.0025688466,0.00023185878,0.00020560513,0.00062207045,0.0013940339,0.0014011827,0.002465384,0.0013325346,0.00015927294],"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":[0.0009691872,0.0010192401,0.33693308,0.0013000028,0.00025800773,0.0075799827,0.007995254,0.05343674,0.0053824065,0.41501307,0.023570107,0.14654297],"study_design_scores_gemma":[0.0001822643,0.00080599484,0.66809964,0.0015571504,0.00020568847,0.0025221088,0.053762056,0.06809177,0.0017976512,0.042245477,0.16052513,0.0002051065],"about_ca_topic_score_codex":0.061368324,"about_ca_topic_score_gemma":0.14016902,"teacher_disagreement_score":0.061368324,"about_ca_system_score_codex":0.007860067,"about_ca_system_score_gemma":0.013466603,"threshold_uncertainty_score":0.12202221},"labels":[],"label_agreement":null},{"id":"W2774248490","doi":"10.1016/j.marpol.2017.11.028","title":"Evaluating the effectiveness of coastal no-take zones of the Galapagos Marine Reserve for the red spiny lobster, Panulirus penicillatus","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Spiny lobster; Fishery; Marine protected area; Marine reserve; Limiting; Fishing; Marine conservation; Population; Fisheries management; Geography; Ecology; Crustacean; Biology; Engineering","score_opus":0.050582862318825375,"score_gpt":0.34104557789892737,"score_spread":0.290462715580102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774248490","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":[0.9975108,0.00007542131,0.00006637664,0.00015896696,0.0000048942998,0.000040040944,0.00006550399,0.000003515348,0.0020745806],"genre_scores_gemma":[0.99950504,0.000045219258,0.000106706364,0.00003071871,0.0000030569856,0.000019475881,0.000040312574,8.9662643e-7,0.00024859636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973678,0.0015271006,0.00011175666,0.00018031304,0.00032440506,0.00048865937],"domain_scores_gemma":[0.9881002,0.007380644,0.0017635468,0.00040717577,0.00072377955,0.0016246449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040606367,0.0006488078,0.0003735249,0.0008274213,0.0007244674,0.0023781927,0.0014215187,0.0012298397,0.0021113087],"category_scores_gemma":[0.012315515,0.00028470383,0.00045447832,0.0006153933,0.0015125148,0.0014559078,0.0016093527,0.0007637416,0.000112265465],"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":[0.029796623,0.0076134624,0.7545637,0.00065807614,0.0013867479,0.0010705376,0.0019804665,0.12022398,0.009226917,0.008970352,0.0015936245,0.062915534],"study_design_scores_gemma":[0.0020169057,0.016564416,0.90258455,0.00018177998,0.001478988,0.00015160053,0.013011893,0.052447207,0.0052201296,0.0026527229,0.0036168753,0.0000730026],"about_ca_topic_score_codex":0.054982305,"about_ca_topic_score_gemma":0.0863446,"teacher_disagreement_score":0.054982305,"about_ca_system_score_codex":0.0055115526,"about_ca_system_score_gemma":0.003521171,"threshold_uncertainty_score":0.109324515},"labels":[],"label_agreement":null},{"id":"W2790186141","doi":"10.1016/j.marpol.2018.01.025","title":"Gone fishing? Intergenerational cultural shifts can undermine common property co-managed fisheries","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Fishing; Fishery; Common property; Business; Property (philosophy); Fisheries management; Natural resource economics; Economics; Property rights; Biology; Microeconomics","score_opus":0.01792297141960528,"score_gpt":0.25706945824318633,"score_spread":0.23914648682358106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790186141","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":[0.9359337,0.00034843595,0.00056200055,0.021625768,0.00010029387,0.000007682471,0.00003063058,0.000008431342,0.041383013],"genre_scores_gemma":[0.9968721,0.00009344592,0.000079043224,0.0012788437,0.000014380955,0.0000055887695,0.0000049011396,0.0000019630572,0.0016497937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987295,0.0003994925,0.000031617965,0.00011212772,0.00014931234,0.00057790225],"domain_scores_gemma":[0.9942504,0.0017596249,0.0010878951,0.00052572915,0.00053127884,0.0018450342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002724629,0.00012447876,0.00011293114,0.0005326777,0.0030209366,0.0034667396,0.00071170396,0.0019911807,0.00846468],"category_scores_gemma":[0.008152323,0.0001270629,0.00021783542,0.0005523886,0.0051433723,0.0029776206,0.0040532793,0.0015225345,0.0002740439],"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":[0.00034075367,0.0008617686,0.37252933,0.00010725768,0.00019644163,0.0016598136,0.04695343,0.0022152374,0.003252637,0.33934885,0.015921565,0.21661292],"study_design_scores_gemma":[0.00006070023,0.00041481378,0.5823551,0.00045512107,0.00016843833,0.000603785,0.16750285,0.0026551143,0.0015658604,0.13851646,0.10559697,0.0001049192],"about_ca_topic_score_codex":0.021835681,"about_ca_topic_score_gemma":0.10096204,"teacher_disagreement_score":0.021835681,"about_ca_system_score_codex":0.0031290133,"about_ca_system_score_gemma":0.0047209496,"threshold_uncertainty_score":0.043417156},"labels":[],"label_agreement":null},{"id":"W2794259162","doi":"10.1016/j.marpol.2018.02.013","title":"Evaluating the recreational fishery management toolbox: Charter captains’ perceptions of harvest controls, limited access, and quota leasing in the guided halibut fishing sector in Alaska","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"U.S. Fish and Wildlife Service; University of Alaska Fairbanks; National Oceanic and Atmospheric Administration; National Marine Fisheries Service; University of Saskatchewan; U.S. Department of Commerce; National Science Foundation","keywords":"Charter; Recreation; Fishing; Halibut; Business; Fishery; Fisheries management; Profitability index; Marketing; Perception; Stakeholder; Environmental resource management; Public relations; Geography; Political science; Economics; Finance","score_opus":0.08059560507063489,"score_gpt":0.36646008700477467,"score_spread":0.28586448193413977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794259162","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":[0.9981281,0.00002286877,0.00009338251,0.00014532954,0.000003664601,0.000011046798,0.000004660575,0.0000011860604,0.0015897548],"genre_scores_gemma":[0.99927944,0.00005672443,0.00020087133,0.00007301372,0.000002775659,0.000012970707,0.000008519143,0.0000015214782,0.00036415516],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958572,0.00250056,0.00018288406,0.00021581564,0.00071714696,0.00052630017],"domain_scores_gemma":[0.99045044,0.004716413,0.0018823704,0.00023375115,0.0013124858,0.001404567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00958624,0.00025123468,0.00016973495,0.0006625155,0.0039261864,0.0031627377,0.00053000666,0.00073579897,0.0024053634],"category_scores_gemma":[0.013398484,0.00024285073,0.00018012502,0.0004313773,0.0033455754,0.0018795792,0.002235329,0.00095949956,0.00013670667],"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":[0.0001930952,0.0003754073,0.23078829,0.00012291566,0.00002274121,0.0010768163,0.74191827,0.00036439762,0.0037148695,0.0010227623,0.00073050597,0.019669967],"study_design_scores_gemma":[0.0000033603935,0.0002288128,0.06297867,0.000067791014,0.000008198534,0.00007555909,0.9329618,0.00028672852,0.0003680746,0.00013362695,0.0028688144,0.000018632149],"about_ca_topic_score_codex":0.03220092,"about_ca_topic_score_gemma":0.065785006,"teacher_disagreement_score":0.03220092,"about_ca_system_score_codex":0.0030619057,"about_ca_system_score_gemma":0.0034599414,"threshold_uncertainty_score":0.06402701},"labels":[],"label_agreement":null},{"id":"W2810505745","doi":"10.1016/j.marpol.2018.05.024","title":"Valuation as destruction? The social effects of valuation processes in contested marine spaces","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":17,"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 British Columbia","funders":"","keywords":"Valuation (finance); Legitimacy; Imperfect; Politics; Sociology; Value (mathematics); Democracy; Political science; Business; Law; Accounting; Computer science","score_opus":0.012992592380237346,"score_gpt":0.2826856533313751,"score_spread":0.2696930609511377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810505745","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":[0.8155924,0.0006330993,0.019989574,0.013052457,0.000103763385,0.00005566727,0.00013839056,0.000027257553,0.15040742],"genre_scores_gemma":[0.9984439,0.00007639842,0.00030005246,0.00006494984,0.000024469315,0.000007813557,0.000006425185,0.0000053674503,0.0010705874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99641764,0.0021101672,0.000111728164,0.00032255307,0.0003447021,0.00069317943],"domain_scores_gemma":[0.97554475,0.016311502,0.0033049223,0.0020394626,0.0011757729,0.0016236268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055450844,0.00036911728,0.00068934937,0.0008090521,0.0017066199,0.008399014,0.0010424624,0.0032371278,0.023837874],"category_scores_gemma":[0.027898373,0.0003942237,0.00061787275,0.0011119071,0.0119540505,0.011425182,0.0028949962,0.0026174819,0.00051176373],"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":[0.00036585736,0.00021257497,0.009470031,0.000073039075,0.000056592806,0.00018046527,0.0020433145,0.007898348,0.00089741976,0.9664846,0.00096511346,0.011352625],"study_design_scores_gemma":[0.00006472843,0.000072540475,0.009644132,0.000028965524,0.000036242833,0.000066220906,0.0033166376,0.010004276,0.0002135121,0.9738321,0.002694959,0.000025705363],"about_ca_topic_score_codex":0.0022736466,"about_ca_topic_score_gemma":0.0029470816,"teacher_disagreement_score":0.023837874,"about_ca_system_score_codex":0.0023535911,"about_ca_system_score_gemma":0.0012888998,"threshold_uncertainty_score":0.07974559},"labels":[],"label_agreement":null},{"id":"W2883676536","doi":"10.1016/j.marpol.2018.06.025","title":"Adaptive management and community reaction: The activities of Coastal Action Groups (CAGs) within the shoreline management process in England","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Association of Gastroenterology","keywords":"Government (linguistics); Public relations; Shore; Community engagement; Process management; Public participation; Local government; Opposition (politics); Business; Process (computing); Focus group; Environmental planning; Environmental resource management; Public engagement; Adaptive management; Management process; Political science; Public administration; Operations management; Engineering; Management system; Marketing; Geography; Computer science; Economics; Politics; Law","score_opus":0.018128448069649493,"score_gpt":0.2574203290000036,"score_spread":0.2392918809303541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883676536","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":[0.99350846,0.00011159602,0.00006914308,0.0015155977,0.000011914818,0.000016769001,0.0000179619,0.0000026710154,0.0047459253],"genre_scores_gemma":[0.9983632,0.000041525902,0.00005232013,0.00007077645,0.000004203566,0.000007855511,0.0000092243135,0.0000012659993,0.0014496765],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99615556,0.002435828,0.000103409955,0.00024654894,0.00025650504,0.00080207665],"domain_scores_gemma":[0.98787934,0.0053586396,0.0018705899,0.00038090837,0.00099598,0.0035146473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027875262,0.00012660924,0.00016225531,0.0006882197,0.0035205048,0.002485366,0.00082810794,0.0015142722,0.004647011],"category_scores_gemma":[0.011434547,0.00020777292,0.00013797212,0.0007458772,0.0036825635,0.0013074079,0.0040429956,0.0011565153,0.0002132321],"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":[0.0008647578,0.0005246537,0.5195351,0.0001996579,0.00005864722,0.0014628452,0.4135116,0.0010348295,0.001473868,0.010787071,0.0032792736,0.04726773],"study_design_scores_gemma":[0.000045343797,0.00030349265,0.5831512,0.000097844284,0.000018833174,0.00013684873,0.39940488,0.000861155,0.00017448004,0.001848267,0.0139190545,0.000038607577],"about_ca_topic_score_codex":0.22528559,"about_ca_topic_score_gemma":0.44822854,"teacher_disagreement_score":0.22528559,"about_ca_system_score_codex":0.006996387,"about_ca_system_score_gemma":0.005756373,"threshold_uncertainty_score":0.44794858},"labels":[],"label_agreement":null},{"id":"W2884086618","doi":"10.1016/j.marpol.2018.07.002","title":"Securing protection standards for Canada's marine protected areas","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Great Barrier Reef Marine Park Authority; Gordon and Betty Moore Foundation","keywords":"Marine protected area; Marine biodiversity; Marine conservation; Legislation; Government (linguistics); Business; Environmental planning; Environmental resource management; Biodiversity; Environmental protection; Environmental science; Political science; Law; Ecology","score_opus":0.0066517424584237456,"score_gpt":0.2253438389208176,"score_spread":0.21869209646239385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884086618","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":[0.13999076,0.0060886065,0.02230554,0.15743604,0.0023578424,0.0029290614,0.009549772,0.001149456,0.65819293],"genre_scores_gemma":[0.6347378,0.004953323,0.09165373,0.07174209,0.00060019206,0.0014164007,0.008198089,0.00047599516,0.18622245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9678022,0.0024141406,0.0019384138,0.0011229232,0.020097394,0.0066248653],"domain_scores_gemma":[0.90279067,0.009075594,0.0031286671,0.003529998,0.073535144,0.007939922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02876401,0.0006783246,0.0005616696,0.005669981,0.008585112,0.011554636,0.005182328,0.0080221305,0.004690136],"category_scores_gemma":[0.058902185,0.001020917,0.0010507426,0.0045262314,0.003512328,0.002553017,0.0029251182,0.0075001,0.0008597756],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119848424,0.0003261509,0.043604504,0.0006788302,0.00010230883,0.00045586738,0.009612479,0.010550251,0.0054007913,0.43935442,0.3712334,0.11856122],"study_design_scores_gemma":[0.000100423866,0.00016565467,0.14950614,0.0025918707,0.00014638297,0.00019166076,0.0080567505,0.0060070236,0.0035955112,0.04342944,0.785916,0.00029311134],"about_ca_topic_score_codex":0.98214024,"about_ca_topic_score_gemma":0.9867877,"teacher_disagreement_score":0.09867878,"about_ca_system_score_codex":0.09867878,"about_ca_system_score_gemma":0.43812075,"threshold_uncertainty_score":0.715968},"labels":[],"label_agreement":null},{"id":"W2898493739","doi":"10.1016/j.marpol.2018.10.002","title":"Navigating seafarer’s right to life across the shipping industry","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Labor and Employment Law","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Obligation; Context (archaeology); Right to life; Perspective (graphical); Human rights; State (computer science); Corporate governance; Business; Political science; Port (circuit theory); Dimension (graph theory); Public relations; Law; Sociology; Law and economics; Engineering; Geography; Computer science","score_opus":0.033049103958205685,"score_gpt":0.41712243154230144,"score_spread":0.38407332758409574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898493739","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":[0.12808421,0.00064898335,0.003144051,0.17048581,0.00040341762,0.000058550017,0.00006698263,0.000022476419,0.69708544],"genre_scores_gemma":[0.8880433,0.00038600594,0.0009386052,0.047470924,0.000226858,0.00010087309,0.000040878487,0.000027566019,0.062765054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99319696,0.0019204594,0.00024854238,0.00076834677,0.0009139585,0.0029517924],"domain_scores_gemma":[0.99224126,0.0033542842,0.00062766613,0.00068317424,0.00114278,0.001950934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0082080355,0.000355348,0.0005197537,0.0009270122,0.015018606,0.008206945,0.0018899019,0.01647047,0.008333276],"category_scores_gemma":[0.013088007,0.0004484902,0.00064969325,0.0006071195,0.01882544,0.00508624,0.008373573,0.014508297,0.0009256035],"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":[0.00004872269,0.000110924855,0.0039291503,0.000027199641,0.00001567223,0.00045190725,0.013213456,0.00052306504,0.00066255115,0.95815283,0.014290109,0.00857452],"study_design_scores_gemma":[0.00010830793,0.0002480622,0.019420376,0.00076935434,0.00006253944,0.00046327634,0.040867038,0.0019934971,0.001868509,0.55017877,0.38386318,0.00015712941],"about_ca_topic_score_codex":0.07953973,"about_ca_topic_score_gemma":0.11840904,"teacher_disagreement_score":0.07953973,"about_ca_system_score_codex":0.0044522015,"about_ca_system_score_gemma":0.01591553,"threshold_uncertainty_score":0.15815347},"labels":[],"label_agreement":null},{"id":"W2901360798","doi":"10.1016/j.marpol.2018.10.029","title":"How the race to achieve Aichi Target 11 could jeopardize the effective conservation of biodiversity in Canada and beyond","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Nature Conservancy of Canada; University of Victoria; University of Northern British Columbia; University of Alberta; Vancouver Island University; Memorial University of Newfoundland; Wilfrid Laurier University","funders":"","keywords":"Convention on Biological Diversity; Biodiversity; Jurisdiction; Accountability; Unintended consequences; Environmental planning; Environmental resource management; Business; Marine protected area; Work (physics); Political science; Geography; Ecology; Law; Economics; Biology","score_opus":0.0047305249361535694,"score_gpt":0.20727782238253134,"score_spread":0.20254729744637778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901360798","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":[0.064188786,0.003368585,0.002203562,0.5194118,0.002035297,0.00011194059,0.0008065243,0.00016654082,0.40770692],"genre_scores_gemma":[0.592488,0.0019228865,0.0024055208,0.23050544,0.0004234924,0.00014432793,0.00023169599,0.00013897815,0.17173964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872881,0.0008123967,0.0001935054,0.00076591794,0.003941224,0.0069988132],"domain_scores_gemma":[0.9879034,0.0016800914,0.0003255034,0.00036159993,0.005872081,0.0038572883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062404396,0.00048145166,0.00060693873,0.0014087585,0.018810146,0.012874335,0.0032466394,0.016336717,0.011370887],"category_scores_gemma":[0.016841296,0.0005117803,0.0009707554,0.0016315776,0.010308621,0.0035821998,0.0044911383,0.013376277,0.00094174524],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089532914,0.000095974305,0.011617072,0.00013066291,0.00012537504,0.0006550696,0.0065339627,0.0035502508,0.0011144311,0.63386416,0.31025624,0.031967208],"study_design_scores_gemma":[0.00007577233,0.00008965723,0.029448517,0.00043138524,0.00016012376,0.00017902747,0.013236676,0.0035353336,0.0014938242,0.098685645,0.8523085,0.00035555955],"about_ca_topic_score_codex":0.9917577,"about_ca_topic_score_gemma":0.9956565,"teacher_disagreement_score":0.09187277,"about_ca_system_score_codex":0.09187277,"about_ca_system_score_gemma":0.30769357,"threshold_uncertainty_score":0.6665867},"labels":[],"label_agreement":null},{"id":"W2901561255","doi":"10.1016/j.marpol.2018.10.049","title":"Social licence and aquaculture: Towards a research agenda","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"Mining and Resource Management","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"Ocean Frontier Institute","keywords":"Scholarship; Aquaculture; Resource (disambiguation); Business; Political science; Environmental resource management; Environmental planning; Fishery; Economic growth; Economics; Fish <Actinopterygii>; Geography","score_opus":0.061743110628921294,"score_gpt":0.3560527064894124,"score_spread":0.2943095958604911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901561255","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":[0.029395668,0.21426056,0.011408373,0.6349323,0.0029240532,0.0001075198,0.00016462855,0.000050543247,0.10675628],"genre_scores_gemma":[0.5618417,0.3757035,0.008930178,0.03292487,0.009038255,0.0004390338,0.00017720276,0.000044194603,0.010900984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99476624,0.0036839568,0.00015900712,0.00035851318,0.00055062794,0.00048165186],"domain_scores_gemma":[0.9640858,0.02853208,0.0022047996,0.0007475487,0.0025289103,0.0019008828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011665736,0.0010197515,0.0018337378,0.006963743,0.0042878417,0.014994036,0.0023919484,0.010715476,0.010532474],"category_scores_gemma":[0.014526293,0.0004655189,0.0007903463,0.007110426,0.027496729,0.02557864,0.00974332,0.0076423176,0.0011211401],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030093372,0.0002028775,0.0040277005,0.0011841536,0.00002488875,0.00025572267,0.007053494,0.00060138834,0.00009669228,0.94815683,0.006529354,0.031836875],"study_design_scores_gemma":[0.000022232989,0.00013993176,0.006618863,0.009845586,0.000041493615,0.00028958972,0.06525563,0.0016917461,0.00015011599,0.78727627,0.12858716,0.0000813484],"about_ca_topic_score_codex":0.0061845933,"about_ca_topic_score_gemma":0.0069204033,"teacher_disagreement_score":0.014994036,"about_ca_system_score_codex":0.0066716014,"about_ca_system_score_gemma":0.015866516,"threshold_uncertainty_score":0.06169504},"labels":[],"label_agreement":null},{"id":"W2904172219","doi":"10.1016/j.marpol.2018.12.009","title":"Agreeing with FAO: Comments on SOFIA 2018","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Marisla Foundation; MAVA Foundation; Oak Foundation; David and Lucile Packard Foundation","keywords":"Sustainability; Fishing; Fisheries management; Fishery; Political science; Agriculture; Subsidy; Geography; Climate change; Oceanography; Ecology","score_opus":0.015640404037635267,"score_gpt":0.27339427745841466,"score_spread":0.2577538734207794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904172219","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001290305,0.0045869653,0.00055724964,0.7280216,0.24167363,0.00014136813,0.00056434335,0.00022539604,0.022939164],"genre_scores_gemma":[0.011779561,0.0023175497,0.0010351575,0.8701731,0.041598488,0.0003576126,0.00052765594,0.00041450668,0.07179633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9888226,0.0017897432,0.0015497789,0.001056563,0.0040375497,0.0027438295],"domain_scores_gemma":[0.978187,0.0064735487,0.0017291203,0.0012157831,0.01001064,0.0023839134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012944114,0.0016892031,0.001324133,0.0014347702,0.0075250226,0.008559997,0.0036163826,0.0286734,0.018427465],"category_scores_gemma":[0.06333545,0.0007540211,0.0021336502,0.0018034927,0.00368462,0.00538668,0.006407794,0.027984923,0.011739947],"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":[0.000047152895,0.000012863462,0.00029042645,0.00009679318,0.0000062115664,0.00033901588,0.00035007476,0.00004428004,0.00021221022,0.0022092827,0.99077904,0.005612553],"study_design_scores_gemma":[0.0000059387608,0.000009429622,0.0009969411,0.0001559039,0.000005436222,0.000060401144,0.00056042155,0.000045800138,0.000105152365,0.0005697115,0.9974597,0.000025194797],"about_ca_topic_score_codex":0.034996703,"about_ca_topic_score_gemma":0.02702608,"teacher_disagreement_score":0.034996703,"about_ca_system_score_codex":0.010077302,"about_ca_system_score_gemma":0.011272545,"threshold_uncertainty_score":0.07311624},"labels":[],"label_agreement":null},{"id":"W2906069235","doi":"10.1016/j.marpol.2018.12.004","title":"A tale of two standards: A case study of the Fair Trade USA certified Maluku handline yellowfin tuna (Thunnus albacares) fishery","year":2018,"lang":"en","type":"article","venue":"Marine Policy","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Wageningen University and Research; Adessium Foundation","keywords":"Certification; Tuna; Yellowfin tuna; Sustainability; Fishery; Business; Fisheries management; Scale (ratio); Fishing; Thunnus; Fisheries science; Environmental resource management; Geography; Economics; Ecology; Fish <Actinopterygii>; Management; Biology","score_opus":0.027970147178996225,"score_gpt":0.3111675393425871,"score_spread":0.2831973921635909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906069235","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":[0.9703196,0.00016081812,0.002229314,0.004413901,0.000039075076,0.00007119402,0.000033164863,0.000014679659,0.022718182],"genre_scores_gemma":[0.9898363,0.00011464202,0.002090161,0.00040279707,0.000007892508,0.00002246508,0.000023351211,0.000012676524,0.007489814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99734575,0.0010548369,0.00008224104,0.00020440054,0.0006541684,0.00065860286],"domain_scores_gemma":[0.99704474,0.0012069884,0.00028638184,0.00020517813,0.00055917,0.0006974939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003159115,0.0003422649,0.0002572592,0.0012176447,0.011747944,0.005144819,0.001407144,0.003988077,0.0029090273],"category_scores_gemma":[0.0053074905,0.00024924535,0.0003534012,0.0014947641,0.0059870714,0.0040114783,0.0038271116,0.0026066564,0.00020897733],"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":[0.00026413013,0.0019117977,0.24983403,0.00028004835,0.000099646226,0.06170871,0.34384772,0.006162454,0.010212398,0.19765271,0.0143692605,0.11365704],"study_design_scores_gemma":[0.00003351968,0.00042370197,0.058290422,0.0004162465,0.00004422678,0.0046468945,0.8411175,0.005619921,0.0037006182,0.01496018,0.07065612,0.00009065102],"about_ca_topic_score_codex":0.12562856,"about_ca_topic_score_gemma":0.29798096,"teacher_disagreement_score":0.12562856,"about_ca_system_score_codex":0.008305384,"about_ca_system_score_gemma":0.0070914472,"threshold_uncertainty_score":0.24979466},"labels":[],"label_agreement":null},{"id":"W2910920952","doi":"10.1016/j.marpol.2019.01.001","title":"Synergies on the coast: Challenges facing shellfish aquaculture development on the central and north coast of British Columbia","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Island University; Tula Foundation; Shell (Canada); University of Victoria","funders":"Hakai Institute; National Centre for Biological Sciences; Natural Sciences and Engineering Research Council of Canada; Mitacs; Marine Environmental Observation Prediction and Response Network","keywords":"Aquaculture; Shellfish; Sustainability; Fishery; Context (archaeology); Sustainable development; Geography; Environmental planning; Business; Environmental resource management; Environmental protection; Fish <Actinopterygii>; Ecology; Environmental science; Aquatic animal; Biology","score_opus":0.013272614018410516,"score_gpt":0.20324018317660575,"score_spread":0.18996756915819524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910920952","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":[0.75693065,0.0039192787,0.00034761868,0.117489696,0.00019851874,0.00009374348,0.0008209874,0.000032928747,0.12016654],"genre_scores_gemma":[0.9652062,0.0035817646,0.0006458866,0.00542248,0.000037200083,0.000065030734,0.0002265032,0.000011045787,0.024803901],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9973018,0.0005256295,0.000101135425,0.00011657803,0.0006139584,0.0013407975],"domain_scores_gemma":[0.99583924,0.00058672106,0.000321038,0.00008593696,0.0015078243,0.0016593852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083167,0.00030117747,0.00048300184,0.0018719905,0.006269519,0.0071995216,0.0010840787,0.0025546923,0.010644805],"category_scores_gemma":[0.0047220206,0.00030684366,0.00036748862,0.0036919357,0.0021058274,0.0020971547,0.004646113,0.002311942,0.00039734642],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007890713,0.00069015485,0.4104847,0.0016484883,0.00055925845,0.0069654463,0.018765379,0.012375075,0.0073579988,0.10830055,0.1248961,0.3071678],"study_design_scores_gemma":[0.00006925589,0.00021096558,0.62495816,0.0013737694,0.0002041185,0.0004535967,0.14717299,0.0034438053,0.000673898,0.01285318,0.2084699,0.00011627394],"about_ca_topic_score_codex":0.90105397,"about_ca_topic_score_gemma":0.9782244,"teacher_disagreement_score":0.098946035,"about_ca_system_score_codex":0.03647743,"about_ca_system_score_gemma":0.108585,"threshold_uncertainty_score":0.26466352},"labels":[],"label_agreement":null},{"id":"W2911328666","doi":"10.1016/j.marpol.2019.01.002","title":"Governance and the coastal condition: Towards new modes of observation, adaptation and integration","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":119,"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":"European Cooperation in Science and Technology","keywords":"Corporate governance; Argument (complex analysis); Government (linguistics); Environmental resource management; Project governance; Adaptation (eye); Multi-level governance; Environmental planning; Business; Political science; Geography; Economics; Biology","score_opus":0.012987433220549646,"score_gpt":0.22113885058229385,"score_spread":0.2081514173617442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911328666","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":[0.05918131,0.011043957,0.5324847,0.04514725,0.0008402029,0.00022041268,0.00012176796,0.0001589205,0.3508014],"genre_scores_gemma":[0.91969734,0.0040397155,0.0669312,0.0011362535,0.00041129225,0.00035376844,0.00007371828,0.000075644006,0.0072811446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9924481,0.0055240626,0.00023062828,0.0006044297,0.00073672086,0.00045613133],"domain_scores_gemma":[0.9916939,0.0048202495,0.0008914555,0.0015176864,0.00062614836,0.00045042954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009384883,0.00072294485,0.0009033466,0.003419079,0.0026430124,0.0145012485,0.0021348493,0.0032395674,0.00300528],"category_scores_gemma":[0.00921758,0.00046971894,0.00086648075,0.0040887375,0.06283706,0.018973315,0.010086507,0.0055125197,0.00030878963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035973146,0.0000055545365,0.00030908606,0.000017675173,0.0000026519826,0.000032281492,0.0029925497,0.00056171016,0.000029039533,0.99168944,0.00024733462,0.0041089994],"study_design_scores_gemma":[0.000004124107,0.000010239652,0.00038593475,0.00008438075,0.0000033623085,0.00003849753,0.003029153,0.0021606614,0.000041035746,0.97952694,0.0147058135,0.00000974008],"about_ca_topic_score_codex":0.004176146,"about_ca_topic_score_gemma":0.0035736694,"teacher_disagreement_score":0.0145012485,"about_ca_system_score_codex":0.007377864,"about_ca_system_score_gemma":0.004521204,"threshold_uncertainty_score":0.053530395},"labels":[],"label_agreement":null},{"id":"W2916025869","doi":"10.1016/j.marpol.2019.01.014","title":"Global seahorse trade defies export bans under CITES action and national legislation","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":58,"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 British Columbia","funders":"","keywords":"CITES; Seahorse; Enforcement; Fishery; Wildlife trade; Endangered species; International trade; Biology; Business; Wildlife; Ecology; Habitat","score_opus":0.041356030119872406,"score_gpt":0.273074881458683,"score_spread":0.23171885133881062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916025869","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":[0.1239268,0.0013318834,0.0028799588,0.037638206,0.0042709047,0.00032863356,0.004425184,0.00083086896,0.8243675],"genre_scores_gemma":[0.33538315,0.001861336,0.0075567514,0.115496926,0.0015624999,0.00090104813,0.0055084643,0.0005496193,0.53118014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99133426,0.00049560086,0.0005954631,0.00080455735,0.0051781125,0.0015919599],"domain_scores_gemma":[0.98106855,0.006134795,0.0018719671,0.0025832392,0.007038694,0.0013027831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008214559,0.0007795417,0.0010554971,0.0028214965,0.0046168505,0.0070687234,0.0020946835,0.010083273,0.014338351],"category_scores_gemma":[0.018702999,0.00079841644,0.0014193767,0.0029232805,0.0035978446,0.0026894673,0.004088485,0.0068334504,0.004716446],"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":[0.0004990331,0.00061712984,0.06607723,0.0009656302,0.00032667175,0.0026972957,0.008228575,0.000979876,0.02270761,0.47333875,0.3323301,0.09123197],"study_design_scores_gemma":[0.0001402978,0.0002878622,0.080376275,0.0008003722,0.00023845845,0.0007550882,0.002104145,0.00047276827,0.004036288,0.014799552,0.8958754,0.000113590824],"about_ca_topic_score_codex":0.09417949,"about_ca_topic_score_gemma":0.14214802,"teacher_disagreement_score":0.09417949,"about_ca_system_score_codex":0.0034830088,"about_ca_system_score_gemma":0.022348007,"threshold_uncertainty_score":0.1872626},"labels":[],"label_agreement":null},{"id":"W2919836186","doi":"10.1016/j.marpol.2019.02.034","title":"Onshore benefits from fishing: Tracking value from the northern shrimp fishery to communities in Newfoundland and Labrador","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; Memorial University of Newfoundland","funders":"Mitacs","keywords":"Fishing; Shrimp; Fishery; Geography; Destinations; Payment; Fisheries management; Marine conservation; Distribution (mathematics); Business; Shipyard; Tourism; Finance","score_opus":0.0315414853319203,"score_gpt":0.29220191411450414,"score_spread":0.26066042878258383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919836186","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":[0.9974704,0.000084958294,0.000044432956,0.00008865569,0.0000015102398,0.0000064689993,0.0007635852,0.0000023351402,0.0015377492],"genre_scores_gemma":[0.99690944,0.00022699624,0.00019852357,0.000035444675,0.0000021176158,0.00001956327,0.0009384358,0.0000025791705,0.0016668807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996178,0.00006309376,0.000017535162,0.00007005521,0.00007103427,0.00016044012],"domain_scores_gemma":[0.9982723,0.00023591037,0.00064793887,0.000052658346,0.00042867864,0.00036254857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051014824,0.0001420697,0.00013911232,0.0016683239,0.0010418568,0.0010192144,0.00049584854,0.00019479846,0.0013222011],"category_scores_gemma":[0.0019078082,0.000132369,0.0001717344,0.0020653363,0.0005266992,0.0006895116,0.0014215668,0.00035791268,0.0001271475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026874275,0.000031847165,0.9848577,0.00001855005,0.000028060967,0.00007451264,0.0024890401,0.00019975504,0.00009917397,0.0001438252,0.00080364174,0.0112269735],"study_design_scores_gemma":[5.031835e-7,0.000008943544,0.99486524,0.000011593182,0.000004608275,0.000015539083,0.0043227538,0.00009977182,0.000025695665,0.000015374342,0.00062774203,0.0000022710203],"about_ca_topic_score_codex":0.87083465,"about_ca_topic_score_gemma":0.9743022,"teacher_disagreement_score":0.12916535,"about_ca_system_score_codex":0.008498958,"about_ca_system_score_gemma":0.0031513956,"threshold_uncertainty_score":0.259852},"labels":[],"label_agreement":null},{"id":"W2923460027","doi":"10.1016/j.marpol.2019.02.021","title":"Bridging the knowledge-action gap: A case of research rapidly impacting recreational fisheries policy","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Dalhousie University; Carleton University","funders":"Dalhousie University; Bonefish and Tarpon Trust; Carleton University","keywords":"Recreation; Overfishing; Business; Wildlife; Recreational fishing; Fishery; Environmental resource management; Fisheries science; Fisheries management; Commission; Environmental planning; Government (linguistics); Fish <Actinopterygii>; Geography; Fishing; Ecology; Biology; Environmental science","score_opus":0.058543225872837994,"score_gpt":0.370986700946759,"score_spread":0.312443475073921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923460027","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":[0.21065049,0.003671702,0.02118236,0.61502117,0.001073735,0.0007413372,0.00013428977,0.00013270375,0.14739218],"genre_scores_gemma":[0.9514705,0.0011380058,0.009835071,0.029166969,0.0002949867,0.00064919883,0.000034131463,0.00007534779,0.0073358743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.91915214,0.05492441,0.0023989773,0.0051666196,0.004770795,0.01358712],"domain_scores_gemma":[0.68681335,0.2640592,0.008162026,0.011218571,0.009260275,0.02048662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12889548,0.0009859636,0.0018937439,0.004014379,0.03397387,0.03341441,0.0062206676,0.043877054,0.0118198525],"category_scores_gemma":[0.15034755,0.0012433839,0.0016210234,0.0061348435,0.039069485,0.033645336,0.028111888,0.022857271,0.0008393243],"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":[0.00035305618,0.00041016974,0.0053109657,0.0005073143,0.00006582667,0.011943225,0.101946674,0.0024809688,0.0016588926,0.83151484,0.01148526,0.0323228],"study_design_scores_gemma":[0.0004216672,0.00056601036,0.003765526,0.001769935,0.00013536657,0.002045668,0.20861879,0.004046656,0.0017092375,0.5448876,0.23179457,0.00023905211],"about_ca_topic_score_codex":0.0324737,"about_ca_topic_score_gemma":0.03593146,"teacher_disagreement_score":0.12889548,"about_ca_system_score_codex":0.024023201,"about_ca_system_score_gemma":0.08518574,"threshold_uncertainty_score":0.6816726},"labels":[],"label_agreement":null},{"id":"W2926264997","doi":"10.1016/j.marpol.2019.03.004","title":"Reply to Ziegler et al. “Adding perspectives to: Global trends in carbon dioxide (CO2) emissions from fuel combustion in marine fisheries from 1950-2016” and addressing concerns of using fishing effort to predict carbon dioxide emissions","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Marisla Foundation; MAVA Foundation; Minderoo Foundation; Oak Foundation; University of Western Australia; David and Lucile Packard Foundation","keywords":"Fishing; Carbon dioxide; Environmental science; Combustion; Fishery; Natural resource economics; Oceanography; Business; Environmental protection; Ecology; Chemistry; Economics; Geology; Biology","score_opus":0.02825331718343011,"score_gpt":0.31304753285314724,"score_spread":0.28479421566971713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2926264997","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001408286,0.0014013931,0.00006625105,0.9745049,0.02339152,0.000006021235,0.00013348728,0.000027219186,0.0003284128],"genre_scores_gemma":[0.0009294996,0.0009235499,0.00010222454,0.9791822,0.01743265,0.000017888266,0.000044107757,0.000018947583,0.0013490082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675685,0.00069014647,0.00047593977,0.0006238707,0.0010851617,0.00036804721],"domain_scores_gemma":[0.98413926,0.007542297,0.001407309,0.00042073865,0.0047919583,0.0016983888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006470984,0.0012940617,0.0015889693,0.0010112171,0.0025331215,0.004064565,0.0033373102,0.032736957,0.006674079],"category_scores_gemma":[0.033957448,0.0010631076,0.0013764317,0.0012770292,0.0035431955,0.00572449,0.0029296973,0.04332649,0.0073532118],"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":[0.000031554107,0.000010526068,0.00019304271,0.000051356816,0.000010989506,0.00005634276,0.00007082834,0.000020864883,0.000059440506,0.00038223827,0.996739,0.0023738015],"study_design_scores_gemma":[0.0001358255,0.000057553778,0.0023873392,0.0005252923,0.00006790489,0.00044689653,0.0010285337,0.00025148457,0.0006778832,0.006328013,0.9879671,0.00012624472],"about_ca_topic_score_codex":0.008952217,"about_ca_topic_score_gemma":0.014002475,"teacher_disagreement_score":0.032736957,"about_ca_system_score_codex":0.0022794649,"about_ca_system_score_gemma":0.0056181317,"threshold_uncertainty_score":0.034222186},"labels":[],"label_agreement":null},{"id":"W2945052974","doi":"10.1016/j.marpol.2019.04.012","title":"Towards greater transparency and coherence in funding for sustainable marine fisheries and healthy oceans","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Development and Aid","field":"Social Sciences","cited_by":27,"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; University of Waterloo; Fisheries and Oceans Canada","funders":"Gordon and Betty Moore Foundation; Walton Family Foundation; Styrelsen för Internationellt Utvecklingssamarbete; David and Lucile Packard Foundation","keywords":"Transparency (behavior); Fishery; Coherence (philosophical gambling strategy); Business; Oceanography; Political science; Biology; Geology; Law","score_opus":0.024453825712510983,"score_gpt":0.3093657293764703,"score_spread":0.2849119036639593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945052974","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010513393,0.003972565,0.012628549,0.93461794,0.012547833,0.00013899387,0.00007421727,0.00010822623,0.025398333],"genre_scores_gemma":[0.71677816,0.010069574,0.043376524,0.18813772,0.020514019,0.000941709,0.00022587582,0.000569208,0.019387243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.8184112,0.12597407,0.009850113,0.0056797583,0.028957319,0.01112754],"domain_scores_gemma":[0.61143273,0.2750231,0.02761261,0.017860051,0.046672456,0.021398995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.18144545,0.0005501332,0.0009729638,0.002730403,0.009033033,0.04076012,0.002903554,0.013401788,0.0072851656],"category_scores_gemma":[0.3502083,0.00081148575,0.0011591354,0.0025339553,0.017869566,0.030959776,0.030364942,0.025167514,0.0011710341],"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":[0.0001467323,0.000097404765,0.002302782,0.0013078476,0.0000632154,0.0004564697,0.12768668,0.00065288873,0.0011294169,0.5746888,0.20857818,0.08288954],"study_design_scores_gemma":[0.000060546332,0.000109554974,0.0027161897,0.0024406225,0.000041531257,0.00018670193,0.040782504,0.00073383545,0.0012409708,0.2742293,0.67731136,0.00014689942],"about_ca_topic_score_codex":0.0024170463,"about_ca_topic_score_gemma":0.0038905554,"teacher_disagreement_score":0.18144545,"about_ca_system_score_codex":0.01200433,"about_ca_system_score_gemma":0.05236841,"threshold_uncertainty_score":0.95958674},"labels":[],"label_agreement":null},{"id":"W2946254548","doi":"10.1016/j.marpol.2019.103552","title":"There is nothing convenient about plastic pollution. Rejoinder to Stafford and Jones “Viewpoint – Ocean plastic pollution: A convenient but distracting truth?”","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University; Dalhousie University; Environment and Climate Change Canada","funders":"","keywords":"Plastic pollution; Nothing; Perspective (graphical); Humanity; Environmental ethics; Pollution; Climate change; Environmental resource management; Political science; Environmental planning; Law; Environmental science; Computer science; Oceanography; Ecology; Philosophy; Epistemology; Geology","score_opus":0.007917467792640442,"score_gpt":0.22080647676319434,"score_spread":0.2128890089705539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946254548","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018978727,0.0024415986,0.0000773487,0.98909855,0.0064581484,0.0000031039044,0.000021390426,0.000012719637,0.001697319],"genre_scores_gemma":[0.0032762175,0.0009003289,0.00012731575,0.9869287,0.003865804,0.000010641602,0.000011286625,0.00001893295,0.0048607285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9894125,0.0023818153,0.00092648313,0.0023206044,0.0038236098,0.0011350773],"domain_scores_gemma":[0.9797345,0.011447048,0.0010901468,0.00083101797,0.005148193,0.0017491855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0095536215,0.0011158006,0.001452862,0.00082722225,0.007954474,0.010590966,0.005634434,0.071142174,0.0065271487],"category_scores_gemma":[0.03279579,0.001293509,0.001494384,0.0011385634,0.01619095,0.0143178515,0.005998672,0.075925395,0.0040222756],"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":[0.000046423687,0.000020324727,0.00017007788,0.000057965124,0.000014991546,0.00010718139,0.0006210627,0.000041616346,0.00015267362,0.030173877,0.9650114,0.0035823877],"study_design_scores_gemma":[0.000069669055,0.000030006811,0.00064054254,0.000287139,0.000025069,0.00011865616,0.0023889274,0.000135158,0.00066579087,0.055066805,0.9404657,0.00010659482],"about_ca_topic_score_codex":0.044390887,"about_ca_topic_score_gemma":0.06104976,"teacher_disagreement_score":0.071142174,"about_ca_system_score_codex":0.003976842,"about_ca_system_score_gemma":0.01205123,"threshold_uncertainty_score":0.088265},"labels":[],"label_agreement":null},{"id":"W2948128143","doi":"10.1016/j.marpol.2019.103550","title":"A characterization of Australian shortfin mako shark anglers","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Department of Primary Industries; Holsworth Wildlife Research Endowment","keywords":"Fishing; Fishery; Recreation; Residence; Fisheries management; Catch and release; Recreational fishing; Business; Geography; Ecology; Biology","score_opus":0.007932403233900239,"score_gpt":0.2348914612264329,"score_spread":0.22695905799253266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948128143","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":[0.99869907,0.000022620901,0.00007137311,0.000013329389,0.0000014327736,0.000007283827,0.000119273536,0.0000014282484,0.001064271],"genre_scores_gemma":[0.99617416,0.000050857172,0.00022373359,0.000039792212,0.0000035849487,0.000014248149,0.00035501033,0.0000034214609,0.0031352493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99973744,0.00002686674,0.000019430277,0.00007209963,0.00006414692,0.00008003987],"domain_scores_gemma":[0.9993622,0.00005009681,0.00020071487,0.000046775498,0.00016770259,0.00017245027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029075512,0.00021710657,0.00019152442,0.0014226069,0.00083407393,0.0005138612,0.0003501781,0.00037514328,0.0027347822],"category_scores_gemma":[0.0006821556,0.0001562424,0.00018533475,0.0009153709,0.0004829257,0.0003221661,0.0006161406,0.00024863536,0.00090244703],"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":[0.0001500309,0.000082292434,0.9711376,0.000021903617,0.000017602735,0.00045762362,0.0035723015,0.00009209322,0.012283172,0.00013731093,0.00026662168,0.011781443],"study_design_scores_gemma":[6.671476e-7,0.00006819897,0.99797124,0.000003201481,0.0000026496675,0.00015389071,0.0011127121,0.000052977382,0.00013371391,0.000010221863,0.0004884721,0.0000020387108],"about_ca_topic_score_codex":0.051200364,"about_ca_topic_score_gemma":0.117556356,"teacher_disagreement_score":0.051200364,"about_ca_system_score_codex":0.0005298816,"about_ca_system_score_gemma":0.00043175413,"threshold_uncertainty_score":0.10180467},"labels":[],"label_agreement":null},{"id":"W2951977599","doi":"10.1016/j.marpol.2019.103574","title":"Retraction Notice to “Estimates of illegal and unreported seafood imports to Japan”","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":true,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Notice; Business; Fishery; International trade; Political science; Law; Biology","score_opus":0.009720722357403254,"score_gpt":0.2873150442091006,"score_spread":0.27759432185169736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951977599","genre_codex":"editorial","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":[0.011477576,0.004859001,0.003932701,0.24732395,0.62287843,0.00037924544,0.03388866,0.0017070342,0.07355336],"genre_scores_gemma":[0.058240157,0.0057618427,0.009637113,0.12896848,0.09979984,0.0014473251,0.03206833,0.0017131395,0.6623637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805,0.00024202022,0.00034319775,0.00018403151,0.00092779106,0.00025300737],"domain_scores_gemma":[0.9910417,0.002460455,0.0008588589,0.00047375046,0.0046947547,0.00047047628],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0023333514,0.0015053371,0.0006771084,0.0020018772,0.0016650622,0.0020804706,0.0016826149,0.0042289062,0.025596747],"category_scores_gemma":[0.022491377,0.0005313141,0.0011408053,0.0014332865,0.00085944706,0.0013511041,0.0015948436,0.00566252,0.020288793],"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":[0.00006125753,0.000009048247,0.00033627535,0.00010431612,0.000008993756,0.00010263618,0.000057971472,0.000034679688,0.00031403344,0.00070610107,0.99246067,0.0058041005],"study_design_scores_gemma":[0.000031911364,0.000040397183,0.010933119,0.0001939307,0.000036236914,0.00010258077,0.00019634135,0.0002609894,0.0010936013,0.00059018383,0.9864892,0.00003138485],"about_ca_topic_score_codex":0.024484305,"about_ca_topic_score_gemma":0.017606113,"teacher_disagreement_score":0.9957711,"about_ca_system_score_codex":0.002115795,"about_ca_system_score_gemma":0.003867886,"threshold_uncertainty_score":0.08562964},"labels":[],"label_agreement":null},{"id":"W2965918612","doi":"10.1016/j.marpol.2019.103642","title":"The deep sea: The new frontier for ecological restoration","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":85,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Environmental resource management; Sustainability; Ecosystem services; Ecosystem; Resilience (materials science); Deep sea; Business; Environmental science; Ecology; Oceanography; Biology; Geology","score_opus":0.01574563095413679,"score_gpt":0.2646452771009592,"score_spread":0.24889964614682242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965918612","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":[0.016965775,0.09462956,0.016448095,0.7805193,0.0085937595,0.000019645513,0.00027230495,0.00014265011,0.082408875],"genre_scores_gemma":[0.73567814,0.11883068,0.014653993,0.085376166,0.011510262,0.000065566666,0.00030241426,0.00011508976,0.033467762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986777,0.00049727055,0.00004659036,0.00010321196,0.00036724735,0.00030803587],"domain_scores_gemma":[0.9964575,0.0011267584,0.0002886806,0.00032095314,0.00061237894,0.0011937942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038999375,0.0004502617,0.00066324807,0.0009302204,0.0017495303,0.006741911,0.0008273449,0.0040542088,0.013420191],"category_scores_gemma":[0.006221846,0.00012939866,0.00034767494,0.0012653659,0.0078097936,0.009271539,0.0051032305,0.004352665,0.0008420359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013911501,0.00008962997,0.0026312077,0.0004681685,0.000032183776,0.00015486254,0.00072596985,0.0014071532,0.0010536821,0.6482902,0.08291713,0.26209062],"study_design_scores_gemma":[0.000014846693,0.00005777246,0.0020506138,0.00057941163,0.000014321155,0.00007482268,0.002989671,0.0009768861,0.00017696017,0.5650909,0.42795175,0.000021958567],"about_ca_topic_score_codex":0.0051999493,"about_ca_topic_score_gemma":0.012166174,"teacher_disagreement_score":0.013420191,"about_ca_system_score_codex":0.0026103673,"about_ca_system_score_gemma":0.009837317,"threshold_uncertainty_score":0.044894993},"labels":[],"label_agreement":null},{"id":"W2969631062","doi":"10.1016/j.marpol.2019.103656","title":"The mangrove-fishery relationship: A local ecological knowledge perspective","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Mangrove; Fishing; Habitat; Geography; Fishery; Ecology; Resource (disambiguation); Fisheries management; Ecosystem services; Ecosystem; Biology","score_opus":0.009105903908596957,"score_gpt":0.2498326745608138,"score_spread":0.24072677065221684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969631062","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":[0.45224777,0.011732743,0.011442969,0.14756015,0.00010121712,0.000052784737,0.00092396536,0.00006128289,0.37587717],"genre_scores_gemma":[0.9955006,0.0016656739,0.00043930637,0.00081501476,0.000044342716,0.000010155159,0.000039739003,0.0000062984377,0.0014787976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99866974,0.00055867963,0.0000523107,0.00015205023,0.00022716123,0.0003400955],"domain_scores_gemma":[0.98720205,0.008486955,0.0014759634,0.00043339664,0.0013205868,0.0010810909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034375354,0.00018721708,0.0005562537,0.0038662236,0.0031493069,0.008126672,0.0013554475,0.0016145594,0.0122108925],"category_scores_gemma":[0.010189347,0.0002360012,0.00026969198,0.004625793,0.01087316,0.008681376,0.0045821345,0.0017686371,0.00021855565],"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":[0.00006806355,0.00027445456,0.10713267,0.00076259446,0.00023785373,0.0017127723,0.024999242,0.0059690815,0.000801696,0.780908,0.007493749,0.069639824],"study_design_scores_gemma":[0.000020580754,0.00012296697,0.20823658,0.0017302476,0.00025328874,0.0006367831,0.17345345,0.0070796297,0.00073590485,0.5347873,0.072842464,0.00010077918],"about_ca_topic_score_codex":0.06462776,"about_ca_topic_score_gemma":0.14006153,"teacher_disagreement_score":0.06462776,"about_ca_system_score_codex":0.006325552,"about_ca_system_score_gemma":0.005858217,"threshold_uncertainty_score":0.1285032},"labels":[],"label_agreement":null},{"id":"W2978692936","doi":"10.1016/j.marpol.2019.103702","title":"Social equity and benefits as the nexus of a transformative Blue Economy: A sectoral review of implications","year":2019,"lang":"en","type":"review","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":174,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tula Foundation; Fisheries and Oceans Canada; University of British Columbia","funders":"","keywords":"Nexus (standard); Transformative learning; Social equality; Equity (law); Sustainable development; Livelihood; Business; Expansive; Economics; Economic system; Economy; Market economy; Political science; Ecology","score_opus":0.07078862809500015,"score_gpt":0.3665822601609213,"score_spread":0.2957936320659212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978692936","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":[0.00006331775,0.9978586,0.00003591122,0.00152453,0.00008968833,0.0000026102296,0.000014267097,6.7733623e-7,0.000410379],"genre_scores_gemma":[0.0015686521,0.99760735,0.000069176735,0.00054761337,0.00012403232,0.000005213133,0.000009733091,6.2798034e-7,0.000067592235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986272,0.0005224453,0.0001792959,0.00015660883,0.00040023323,0.00011431312],"domain_scores_gemma":[0.99217355,0.006182846,0.0007409198,0.00009067417,0.00065574434,0.0001562883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004690038,0.0008647293,0.0018424173,0.004310519,0.00046054862,0.0029894146,0.0012038585,0.0026827317,0.0043032924],"category_scores_gemma":[0.0112278,0.00035465928,0.0011763296,0.007824024,0.0018186336,0.00293395,0.0019751864,0.0028093848,0.0003830025],"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":[0.00014530515,0.00006614029,0.0006948794,0.07319414,0.0006588089,0.00010066154,0.00022172094,0.0008045006,0.00021638202,0.060830522,0.03168307,0.83138394],"study_design_scores_gemma":[0.000053935662,0.00010009254,0.0050562373,0.17260964,0.0014646176,0.00043969587,0.0007106616,0.000295828,0.00023575818,0.041167524,0.77781224,0.00005374896],"about_ca_topic_score_codex":0.008714523,"about_ca_topic_score_gemma":0.017686192,"teacher_disagreement_score":0.008714523,"about_ca_system_score_codex":0.004421652,"about_ca_system_score_gemma":0.010509402,"threshold_uncertainty_score":0.032081485},"labels":[],"label_agreement":null},{"id":"W2985737780","doi":"10.1016/j.marpol.2019.103740","title":"Integrating a spatial model and decision theory towards optimal boating density and carrying capacity in a recreational fishery","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología; Saint Mary’s University","keywords":"Fishing; Fishery; Bay; Recreation; Recreational fishing; Geography; Environmental science; Fish <Actinopterygii>; Commercial fishing; Carrying capacity; Census; Geographic information system; TRIPS architecture; Ecology; Cartography; Engineering; Transport engineering","score_opus":0.022563190705114977,"score_gpt":0.2623613054012665,"score_spread":0.23979811469615153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985737780","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":[0.35654488,0.0004583069,0.62452227,0.0039961906,0.00013033523,0.00009400937,0.0004300245,0.0001614603,0.013662593],"genre_scores_gemma":[0.9595131,0.00032683057,0.034144595,0.0001648196,0.000055818164,0.00009422554,0.00009880131,0.000041441075,0.005560408],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989594,0.0005988784,0.000037872596,0.00015667394,0.00008226946,0.00016490139],"domain_scores_gemma":[0.9921829,0.0065172464,0.00046251473,0.00015220499,0.00042574794,0.00025940567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030584896,0.0006461562,0.0014312792,0.0013801634,0.000886121,0.002434485,0.0021079239,0.0022691048,0.0063691693],"category_scores_gemma":[0.009336486,0.0012426084,0.0012673446,0.0017934657,0.0025526953,0.0031040478,0.0016149706,0.0016668537,0.00038121178],"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":[0.000023217111,0.00002884177,0.000709313,0.000014174278,0.00001777295,0.000026855043,0.00003078485,0.9662771,0.00006981829,0.031381268,0.00017972518,0.0012411609],"study_design_scores_gemma":[0.000009840435,0.00001270532,0.00020158602,0.0000044426924,0.0000125808165,0.0000075010016,0.00003714291,0.97988725,0.000029130315,0.01968557,0.00010461447,0.0000076222864],"about_ca_topic_score_codex":0.049852293,"about_ca_topic_score_gemma":0.040429387,"teacher_disagreement_score":0.049852293,"about_ca_system_score_codex":0.0036263186,"about_ca_system_score_gemma":0.0026794039,"threshold_uncertainty_score":0.09912419},"labels":[],"label_agreement":null},{"id":"W2997304814","doi":"10.1016/j.marpol.2019.103801","title":"Land-sea interactions and coastal development: An evolutionary governance perspective","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":97,"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":"European Cooperation in Science and Technology; European Commission","keywords":"Corporate governance; Interdependence; Framing (construction); Sustainability; Order (exchange); Environmental planning; Environmental resource management; Sociology; Ecology; Business; Economics; Geography; Biology; Social science","score_opus":0.005656043367860305,"score_gpt":0.23148324483965907,"score_spread":0.22582720147179877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997304814","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":[0.20329015,0.032887857,0.15328531,0.130438,0.0011837017,0.00013438141,0.0001248151,0.000100397105,0.47855535],"genre_scores_gemma":[0.96251446,0.012432469,0.010397683,0.0016598486,0.0003752015,0.000044244647,0.000041522246,0.000022822333,0.012511822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985411,0.00087792234,0.00005634804,0.00014594065,0.00014932646,0.0002294086],"domain_scores_gemma":[0.99837923,0.0009878987,0.0002353987,0.00009778723,0.00013111561,0.00016855626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019731403,0.00030939432,0.00028442845,0.0010946722,0.0016541587,0.006625045,0.0010042173,0.0017630022,0.002759729],"category_scores_gemma":[0.0026409444,0.00020276314,0.00047414508,0.0018321142,0.007321586,0.0056624743,0.0029548963,0.0016975163,0.00017785619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004690907,0.000012872438,0.0020566704,0.00006486364,0.000020244175,0.00019227833,0.0021418717,0.00577631,0.00013081766,0.9727796,0.0015113025,0.015308537],"study_design_scores_gemma":[0.000007657215,0.000044667915,0.0049780454,0.00019760388,0.00002403791,0.00019737052,0.0052913376,0.0069964766,0.00018393397,0.8617821,0.12027778,0.000019045208],"about_ca_topic_score_codex":0.002798419,"about_ca_topic_score_gemma":0.0038984444,"teacher_disagreement_score":0.006625045,"about_ca_system_score_codex":0.0031019154,"about_ca_system_score_gemma":0.0015712498,"threshold_uncertainty_score":0.022506058},"labels":[],"label_agreement":null},{"id":"W3011664298","doi":"10.1016/j.marpol.2020.103923","title":"Transforming traditional management into contemporary territorial-based fisheries management rights for small-scale fisheries in Indonesia","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"","keywords":"Fisheries management; Livelihood; Stewardship (theology); Fishing; Fishery; Stock (firearms); Government (linguistics); Overfishing; Fisheries law; Business; Environmental resource management; Political science; Economics; Geography; Ecology; Law; Politics; Biology","score_opus":0.02340039744504943,"score_gpt":0.2306930296327099,"score_spread":0.20729263218766047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011664298","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":[0.5009737,0.00058709586,0.0034943507,0.0092346845,0.000090494694,0.00007750046,0.000049742543,0.000031569987,0.4854609],"genre_scores_gemma":[0.97630477,0.00018133884,0.0010363521,0.0010289925,0.000015551353,0.000051123658,0.000013252066,0.000010117654,0.021358494],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990853,0.00021143835,0.0000792509,0.00013220563,0.00017882389,0.0003131303],"domain_scores_gemma":[0.99931264,0.0002406893,0.0001328361,0.000084949614,0.00011486888,0.0001141022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016220362,0.00011798207,0.000119669996,0.00027122445,0.0019763373,0.0048477943,0.00082833954,0.0012560933,0.004967421],"category_scores_gemma":[0.0020029633,0.00019920593,0.00010920013,0.00043166135,0.004214149,0.002758774,0.0024444144,0.002324184,0.0003388339],"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":[0.000044390734,0.00021232235,0.015644014,0.00011787748,0.000011753044,0.0007553488,0.01435839,0.0013633915,0.0023511148,0.9129287,0.0050005135,0.04721213],"study_design_scores_gemma":[0.00008787406,0.0003665306,0.1743576,0.0012332433,0.0001164563,0.0010626534,0.07490226,0.012120718,0.0054165423,0.3589938,0.37118417,0.00015806474],"about_ca_topic_score_codex":0.018688789,"about_ca_topic_score_gemma":0.03765693,"teacher_disagreement_score":0.018688789,"about_ca_system_score_codex":0.0039221453,"about_ca_system_score_gemma":0.0058422536,"threshold_uncertainty_score":0.03716004},"labels":[],"label_agreement":null},{"id":"W3013884180","doi":"10.1016/j.marpol.2020.103954","title":"Climate change increases the risk of fisheries conflict","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":149,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"","keywords":"Climate change; Fisheries management; Fishery; Fish stock; Fisheries law; Productivity; Fish <Actinopterygii>; Business; Fisheries science; Effects of global warming; Global warming; Natural resource economics; Environmental resource management; Fishing; Environmental science; Ecology; Economics; Biology","score_opus":0.04022273903171671,"score_gpt":0.2701967642050473,"score_spread":0.22997402517333057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013884180","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":[0.8270101,0.00293673,0.003756792,0.028840719,0.00045998834,0.000020669077,0.00070531276,0.0000710605,0.13619868],"genre_scores_gemma":[0.9965592,0.00084800296,0.00017541353,0.0005167455,0.00013541998,0.000002969458,0.00006960209,0.0000056990298,0.0016869026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992986,0.0003191731,0.000030015597,0.00006475144,0.00011314045,0.00017433858],"domain_scores_gemma":[0.99653995,0.0014119524,0.0012603493,0.00013353246,0.0003146174,0.0003397591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083200174,0.00016727031,0.00017533482,0.0008132023,0.0008214477,0.0019621619,0.00024780375,0.0019041117,0.012251207],"category_scores_gemma":[0.0053593065,0.00013738792,0.000417581,0.0010628541,0.00059576216,0.0014608246,0.00097554375,0.0010273145,0.00076002866],"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":[0.00083063723,0.0005165796,0.73748857,0.00019354923,0.0005989032,0.0017480772,0.00088404637,0.043266483,0.0017677641,0.116601974,0.023692155,0.07241124],"study_design_scores_gemma":[0.00009883551,0.00045972707,0.68864214,0.000204538,0.00033770726,0.0016333597,0.0060845544,0.043662045,0.0012908905,0.18098836,0.07649763,0.000100247766],"about_ca_topic_score_codex":0.0065950523,"about_ca_topic_score_gemma":0.0068305866,"teacher_disagreement_score":0.012251207,"about_ca_system_score_codex":0.00089982315,"about_ca_system_score_gemma":0.00057959766,"threshold_uncertainty_score":0.040984333},"labels":[],"label_agreement":null},{"id":"W3014979877","doi":"10.1016/j.marpol.2020.103934","title":"A comparative insight of Irish and Scottish regulatory frameworks for offshore wind energy – An expert perspective","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"University College Cork; Science Foundation Ireland","keywords":"Irish; Perspective (graphical); Offshore wind power; Submarine pipeline; Environmental resource management; Wind power; Political science; Geology; Oceanography; Economics; Engineering; Computer science; Philosophy","score_opus":0.018090224137767685,"score_gpt":0.26874249414117507,"score_spread":0.2506522700034074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014979877","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":[0.09424621,0.003673661,0.0017778696,0.08028671,0.00031281708,0.000040616782,0.00016513519,0.000019294674,0.8194777],"genre_scores_gemma":[0.95306724,0.0026311486,0.0008187048,0.021148093,0.00024086454,0.000041117048,0.00008997017,0.000040285337,0.021922639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98887396,0.0034450023,0.00033981923,0.00067032245,0.0031018183,0.003568974],"domain_scores_gemma":[0.98521256,0.009969684,0.000950171,0.00048055683,0.00276575,0.0006213627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018409932,0.00038525456,0.0005089937,0.0040680603,0.0069897976,0.01629734,0.002448462,0.0064215795,0.008015594],"category_scores_gemma":[0.018353643,0.00036179728,0.0008335913,0.0050317333,0.013624289,0.0056515285,0.0039028635,0.0053998735,0.00038628432],"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":[0.00008511538,0.000042350257,0.0018515023,0.00021772919,0.000034574765,0.00038645335,0.018957403,0.0012771223,0.00040770805,0.943529,0.018932447,0.014278485],"study_design_scores_gemma":[0.000103540166,0.00018711155,0.032948237,0.0026232337,0.00015606674,0.00024085579,0.2086066,0.0017536775,0.0013772086,0.19993006,0.5518142,0.00025913917],"about_ca_topic_score_codex":0.1506289,"about_ca_topic_score_gemma":0.27437058,"teacher_disagreement_score":0.1506289,"about_ca_system_score_codex":0.02150021,"about_ca_system_score_gemma":0.018269656,"threshold_uncertainty_score":0.29950428},"labels":[],"label_agreement":null},{"id":"W3016235953","doi":"10.1016/j.marpol.2020.103970","title":"Changing the narrative on fisheries subsidies reform: Enabling transitions to achieve SDG 14.6 and beyond","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Dalhousie University; University of British Columbia","funders":"Nippon Foundation; University of Washington; Pew Charitable Trusts","keywords":"Subsidy; Equity (law); Livelihood; Negotiation; Transparency (behavior); Business; Sustainable development; Harm; Civil society; Fisheries management; Fishery; Economics; Political science; Politics; Ecology; Agriculture; Fishing; Market economy","score_opus":0.054637753367143854,"score_gpt":0.223793382119835,"score_spread":0.16915562875269113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016235953","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":[0.009232986,0.004081167,0.005136289,0.87715375,0.0025941858,0.000054801792,0.00016158205,0.00007309766,0.1015122],"genre_scores_gemma":[0.3276867,0.0057603563,0.007501895,0.6005817,0.0025792648,0.00031354153,0.00026023245,0.00022912536,0.055087272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98919827,0.0044447975,0.0004756846,0.0010260481,0.0023294135,0.0025257396],"domain_scores_gemma":[0.98954993,0.0059998827,0.00077112525,0.0005798326,0.0017344414,0.0013647578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017353257,0.0005342906,0.00052321906,0.0012910425,0.00517375,0.01612395,0.0024702954,0.0194431,0.009139454],"category_scores_gemma":[0.034551017,0.00030451978,0.0012345233,0.0012403806,0.012500685,0.0223917,0.010127204,0.023083843,0.0014353107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015155523,0.000027166823,0.0002201003,0.000059173806,0.00000294445,0.000074134274,0.0016234667,0.00024523214,0.0001397056,0.9507038,0.04018542,0.006703781],"study_design_scores_gemma":[0.000025591306,0.00004449531,0.0009696072,0.0007251693,0.000009884372,0.000066406785,0.0028167397,0.00065485697,0.000450343,0.31212267,0.6820654,0.000048788723],"about_ca_topic_score_codex":0.021178965,"about_ca_topic_score_gemma":0.019341264,"teacher_disagreement_score":0.021178965,"about_ca_system_score_codex":0.012072873,"about_ca_system_score_gemma":0.02571393,"threshold_uncertainty_score":0.09177387},"labels":[],"label_agreement":null},{"id":"W3026574999","doi":"10.1016/j.marpol.2020.103985","title":"Visualizing the social in aquaculture: How social dimension components illustrate the effects of aquaculture across geographic scales","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Ocean Frontier Institute","keywords":"Aquaculture; Sustainability; License; Environmental resource management; Stakeholder; Social impact assessment; Fishery; Business; Environmental planning; Geography; Political science; Ecology; Economics; Public relations; Fish <Actinopterygii>; Biology","score_opus":0.01747096552437356,"score_gpt":0.28982503485896083,"score_spread":0.2723540693345873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026574999","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":[0.68477416,0.0028636127,0.087849826,0.010443474,0.00036939394,0.00018998947,0.0006736393,0.00049990823,0.21233597],"genre_scores_gemma":[0.9751251,0.00070954463,0.018505592,0.00022557529,0.000027498732,0.00005718436,0.00011348784,0.00009441181,0.005141567],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986656,0.0009307014,0.00003089829,0.000092951894,0.00017595352,0.000103858234],"domain_scores_gemma":[0.99757355,0.0016685623,0.00021241052,0.00014950549,0.00020249245,0.00019343702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018300801,0.0006319932,0.00019774289,0.0034771105,0.0019045006,0.005747467,0.000496035,0.0008426934,0.005629355],"category_scores_gemma":[0.0046241246,0.00023821645,0.00041274875,0.001562418,0.0058654025,0.0049923426,0.005348832,0.0010397503,0.00041244683],"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":[0.00015516765,0.000059370053,0.042085804,0.0007950151,0.000105998566,0.0014089849,0.64215535,0.0036763807,0.010677508,0.1835567,0.008511565,0.106812105],"study_design_scores_gemma":[0.000022727208,0.00011978505,0.06351743,0.00087485433,0.00012394851,0.0010782536,0.63528615,0.0062947418,0.002208177,0.0810015,0.20933026,0.00014212527],"about_ca_topic_score_codex":0.009558948,"about_ca_topic_score_gemma":0.015679713,"teacher_disagreement_score":0.009558948,"about_ca_system_score_codex":0.0015340165,"about_ca_system_score_gemma":0.0010018297,"threshold_uncertainty_score":0.01900661},"labels":[],"label_agreement":null},{"id":"W3033762036","doi":"10.1016/j.marpol.2020.104039","title":"Considering Indigenous Peoples and local communities in governance of the global ocean commons","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":139,"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; Simon Fraser University; The Quebec Population Health Research Network","funders":"Nippon Foundation; Smithsonian Institution","keywords":"Indigenous; Corporate governance; Commons; Jurisdiction; Geography; Global commons; Political science; Negotiation; Environmental resource management; Environmental planning; Fishery; Business; Ecology; Biology","score_opus":0.019385832288669413,"score_gpt":0.23632629198480387,"score_spread":0.21694045969613446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033762036","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":[0.3542327,0.044960845,0.007058671,0.1751716,0.0009055802,0.00011998139,0.00007143771,0.000025359335,0.41745383],"genre_scores_gemma":[0.97250843,0.012724444,0.0013192338,0.0050047687,0.00023085673,0.00005160521,0.000019486164,0.000007802687,0.008133452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975793,0.0014134675,0.00004693966,0.00011636306,0.00020597194,0.000638029],"domain_scores_gemma":[0.99776256,0.0013238413,0.00017465142,0.000083924875,0.00020264868,0.00045243322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004405627,0.00015616362,0.00017833422,0.0012592995,0.006538831,0.0060928883,0.0007451416,0.0028165088,0.0026105435],"category_scores_gemma":[0.002373221,0.00015083539,0.00023480244,0.0017356392,0.021129802,0.006589141,0.008548258,0.0023168395,0.0000791056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000119441065,0.000036111447,0.007844321,0.00046602913,0.00001663929,0.000945954,0.2469555,0.00072983146,0.00038359157,0.68662,0.0067099235,0.0492802],"study_design_scores_gemma":[0.000004818268,0.000051671395,0.017776975,0.001309731,0.000023572213,0.000274764,0.4998402,0.00037654373,0.0002166348,0.13934374,0.34075162,0.000029743214],"about_ca_topic_score_codex":0.081311725,"about_ca_topic_score_gemma":0.18876843,"teacher_disagreement_score":0.081311725,"about_ca_system_score_codex":0.0074832365,"about_ca_system_score_gemma":0.011341892,"threshold_uncertainty_score":0.16167688},"labels":[],"label_agreement":null},{"id":"W3035510151","doi":"10.1016/j.marpol.2020.104059","title":"Rights of Nature: Perspectives for Global Ocean Stewardship","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Quebec Population Health Research Network","funders":"Nippon Foundation; University of Wollongong","keywords":"Stewardship (theology); Jurisdiction; Reciprocity (cultural anthropology); Negotiation; Political science; International law; Human rights; Perspective (graphical); Sustainable development; Environmental ethics; Environmental resource management; Law and economics; Corporate governance; Environmental planning; Business; Law; Sociology; Geography; Economics; Social science; Politics","score_opus":0.007374143071005721,"score_gpt":0.27547002964406186,"score_spread":0.26809588657305616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035510151","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":[0.02519824,0.011529195,0.045638695,0.3812135,0.0015239813,0.000056583423,0.00006187731,0.00003979767,0.5347381],"genre_scores_gemma":[0.9200107,0.009425967,0.0148156835,0.02849826,0.0016771862,0.0001784244,0.00007162937,0.000078055185,0.025244009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98942673,0.006729772,0.00032166258,0.0009922282,0.0013808865,0.0011486916],"domain_scores_gemma":[0.98670095,0.00878196,0.00087119685,0.0013709596,0.0012459853,0.0010288866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017208114,0.000596766,0.000603479,0.0021189232,0.005595563,0.014576858,0.0018423856,0.010165948,0.005720282],"category_scores_gemma":[0.013993024,0.00028931198,0.00081708014,0.002047019,0.060634688,0.026319548,0.010075461,0.011491302,0.0004894044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014141959,0.0000030560648,0.0000685404,0.000009106408,7.189126e-7,0.000015892145,0.001049986,0.00009917352,0.00002361448,0.9970584,0.0004599468,0.001210054],"study_design_scores_gemma":[0.0000026321952,0.0000068330164,0.00016550778,0.00012883356,0.000002466748,0.00002813298,0.0032843915,0.00026183104,0.000058582973,0.9479584,0.048094656,0.000007788591],"about_ca_topic_score_codex":0.006548531,"about_ca_topic_score_gemma":0.0053659193,"teacher_disagreement_score":0.017208114,"about_ca_system_score_codex":0.0066739875,"about_ca_system_score_gemma":0.0070729116,"threshold_uncertainty_score":0.09100628},"labels":[],"label_agreement":null},{"id":"W3041104984","doi":"10.1016/j.marpol.2020.104114","title":"COVID-19 provides an opportunity to advance a sustainable UK fisheries policy in a post-Brexit brave new world","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":57,"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":"Brexit; Fishing; Business; European union; Threatened species; Natural resource economics; Fishery; Negotiation; Fish stock; Resource (disambiguation); Fisheries management; Yield (engineering); Environmental resource management; International trade; Economics; Political science; Ecology; Biology; Law","score_opus":0.03560909550301403,"score_gpt":0.3172505177515366,"score_spread":0.2816414222485226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041104984","genre_codex":"other","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":[0.030062076,0.009020283,0.005012181,0.44065014,0.024518069,0.0003814284,0.0038285702,0.0010647863,0.48546246],"genre_scores_gemma":[0.14247814,0.0059769927,0.011364466,0.11978575,0.002106841,0.0005894351,0.004990979,0.0005507742,0.71215665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670273,0.00042739362,0.00022414475,0.00026429855,0.001338637,0.0010429034],"domain_scores_gemma":[0.9951232,0.00041931978,0.00036003525,0.0003543327,0.0012609423,0.002482179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036669786,0.000666272,0.00044173232,0.00087951444,0.0033551906,0.009645001,0.0010792316,0.009257992,0.0468775],"category_scores_gemma":[0.0078183375,0.0004688232,0.0007638322,0.00054867927,0.0021789032,0.0043858043,0.0107201375,0.0056453343,0.020695783],"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":[0.00023489432,0.0001183406,0.00355976,0.00040804327,0.000027137523,0.0017882885,0.00092031085,0.00064720376,0.0032091327,0.06674637,0.87350243,0.048838113],"study_design_scores_gemma":[0.000021019792,0.00004896504,0.0027355314,0.00019738218,0.0000036386805,0.00012412688,0.00040241724,0.00010154746,0.00024542506,0.001645185,0.9944529,0.000021906937],"about_ca_topic_score_codex":0.044366542,"about_ca_topic_score_gemma":0.090202756,"teacher_disagreement_score":0.0468775,"about_ca_system_score_codex":0.007472637,"about_ca_system_score_gemma":0.017911598,"threshold_uncertainty_score":0.1568209},"labels":[],"label_agreement":null},{"id":"W3043864612","doi":"10.1016/j.marpol.2020.104102","title":"Beyond static spatial management: Scientific and legal considerations for dynamic management in the high seas","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Environmental resource management; Jurisdiction; International waters; Marine protected area; Treaty; Sustainability; Bycatch; Climate change; Biodiversity; Ecosystem-based management; Temporal scales; Population; Environmental planning; Geography; Environmental science; Fishing; Fishery; Ecosystem; Ecology; Political science; Law; Habitat","score_opus":0.01249923462341521,"score_gpt":0.23985880939512477,"score_spread":0.22735957477170957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043864612","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":[0.02170648,0.0050560297,0.039136715,0.72722733,0.0019851294,0.00019233847,0.00020812302,0.000118659926,0.20436919],"genre_scores_gemma":[0.77563006,0.005766953,0.047257748,0.1372468,0.0041031935,0.00084394997,0.00024659766,0.0001350579,0.028769612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9807513,0.007740421,0.0016472476,0.0015200814,0.0061102915,0.002230713],"domain_scores_gemma":[0.9329398,0.030521346,0.0067926617,0.008876647,0.016086856,0.0047826404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.040924363,0.00037563816,0.0006205069,0.0012280945,0.0061183516,0.013317007,0.0038631577,0.012201837,0.007235599],"category_scores_gemma":[0.06969895,0.00036447556,0.0010607226,0.0017476528,0.019538317,0.01526778,0.005895133,0.01055495,0.00074850605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026304906,0.00006865693,0.0040113274,0.00013683183,0.000028172826,0.00022366484,0.0026286975,0.003300893,0.00036259994,0.9179714,0.032406356,0.03883513],"study_design_scores_gemma":[0.00004628925,0.00011219154,0.008834387,0.001682719,0.00006922871,0.00027358846,0.009252308,0.0046287533,0.00055230403,0.66874677,0.3056798,0.00012177045],"about_ca_topic_score_codex":0.046049863,"about_ca_topic_score_gemma":0.06540128,"teacher_disagreement_score":0.046049863,"about_ca_system_score_codex":0.0064617414,"about_ca_system_score_gemma":0.038141582,"threshold_uncertainty_score":0.21643126},"labels":[],"label_agreement":null},{"id":"W3047612394","doi":"10.1016/j.marpol.2020.104150","title":"Empowering small-scale, community-based fisheries through a food systems framework","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Assembly of First Nations; Mount Saint Vincent University; Lakehead University; Wilfrid Laurier University; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada; Federation for the Humanities and Social Sciences","keywords":"Sustainability; Nexus (standard); Corporate governance; Fishery; General partnership; Fisheries management; Context (archaeology); Business; Fisheries law; Scale (ratio); Food systems; Fisheries science; Food security; Environmental resource management; Fishing; Geography; Economics; Ecology; Engineering","score_opus":0.11872569827470605,"score_gpt":0.392187114503354,"score_spread":0.27346141622864795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047612394","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":[0.18582289,0.0010980327,0.050343808,0.33478916,0.0010691072,0.00086394476,0.0000976407,0.00017477239,0.4257406],"genre_scores_gemma":[0.9713746,0.00029130356,0.0070559457,0.00872485,0.00017272354,0.00029002564,0.000016075139,0.00001701861,0.012057517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99089515,0.0054908125,0.00017366468,0.00046077708,0.0009376502,0.0020419841],"domain_scores_gemma":[0.9849258,0.007839526,0.00065090455,0.00057129574,0.00083884504,0.005173653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015301317,0.0003637064,0.00026764072,0.001371716,0.009736734,0.008236094,0.0028744722,0.004839784,0.011580725],"category_scores_gemma":[0.012969373,0.00031243465,0.00043918221,0.000853501,0.018677777,0.004012972,0.014770697,0.0045493604,0.00042172422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004970071,0.001064015,0.0048417132,0.00033607494,0.00006681663,0.00034464733,0.03214374,0.0035477635,0.0016070284,0.8819814,0.017346807,0.05667028],"study_design_scores_gemma":[0.00013368874,0.00040540224,0.009191961,0.0008599997,0.000053357748,0.00012906696,0.06396982,0.0045840563,0.0009815287,0.7302341,0.18939613,0.000060843777],"about_ca_topic_score_codex":0.015338736,"about_ca_topic_score_gemma":0.0438274,"teacher_disagreement_score":0.015338736,"about_ca_system_score_codex":0.009028398,"about_ca_system_score_gemma":0.058637902,"threshold_uncertainty_score":0.08092207},"labels":[],"label_agreement":null},{"id":"W3083251575","doi":"10.1016/j.marpol.2020.104193","title":"Assessing the economic impact caused by South American sea lions based on onboard check versus fishermen's perception: The two sides of the same coin","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","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":"Memorial University of Newfoundland","funders":"Universidade do Extremo Sul Catarinense; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Fishing; Sea lion; Fishery; Economic impact analysis; Revenue; Geography; Commercial fishing; Productivity; Perception; Relocation; Predation; Exclusive economic zone; Business; Ecology; Economic growth; Economics; Psychology; Biology","score_opus":0.031753719186778336,"score_gpt":0.3094479614802191,"score_spread":0.27769424229344075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083251575","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":[0.9578776,0.0021790462,0.0006834092,0.007789186,0.00009852929,0.000038473365,0.00090950064,0.000007992651,0.030416189],"genre_scores_gemma":[0.9910774,0.0031256971,0.00042173255,0.00091594516,0.00008673355,0.000025899102,0.0006990017,0.0000065298095,0.0036411153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990483,0.00034531398,0.00003974439,0.00005539997,0.00036199848,0.00014912173],"domain_scores_gemma":[0.99473625,0.0021193803,0.0015380048,0.00012126036,0.0012326094,0.00025241444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024324954,0.00052404037,0.00023196558,0.0017480786,0.00042891377,0.0017733934,0.000427757,0.00089916104,0.00432172],"category_scores_gemma":[0.0061046,0.00014793873,0.0005949212,0.0022928482,0.0015410006,0.001526654,0.0012879235,0.0011101163,0.00031060784],"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":[0.00036831046,0.0001650427,0.9497531,0.00022567765,0.00025504408,0.00020151246,0.0017720562,0.0033796763,0.0007766631,0.002649924,0.005306294,0.0351466],"study_design_scores_gemma":[0.000010750081,0.00022819743,0.9739127,0.0002617499,0.00013130583,0.00006042375,0.013841639,0.0023419028,0.0005332009,0.0018626654,0.0067847166,0.000030783067],"about_ca_topic_score_codex":0.11715373,"about_ca_topic_score_gemma":0.21067204,"teacher_disagreement_score":0.11715373,"about_ca_system_score_codex":0.0029092957,"about_ca_system_score_gemma":0.0014348788,"threshold_uncertainty_score":0.23294365},"labels":[],"label_agreement":null},{"id":"W3084028957","doi":"10.1016/j.marpol.2020.104182","title":"Towards a common approach to the assessment of the environmental status of deep-sea ecosystems in areas beyond national jurisdiction","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography","funders":"Directorate-General for the Environment; Fisheries and Oceans Canada; Natural Environment Research Council; European Commission; Sight Research UK","keywords":"Marine Strategy Framework Directive; Convention on Biological Diversity; Jurisdiction; Environmental resource management; Marine protected area; Marine ecosystem; Environmental planning; European union; Ecosystem; Biodiversity; Fishery; Geography; Environmental science; Business; Habitat; Ecology; Political science; Biology","score_opus":0.016545990508070523,"score_gpt":0.2749748395336883,"score_spread":0.25842884902561775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084028957","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":[0.028435966,0.0107635325,0.7766906,0.06702283,0.0019269354,0.0025547424,0.0011420874,0.0008686385,0.110594615],"genre_scores_gemma":[0.18073504,0.0040384405,0.8023797,0.0062397886,0.0003740438,0.0014353779,0.00080705294,0.0002054544,0.003785076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8401169,0.070247896,0.027582766,0.011869541,0.046339996,0.0038428556],"domain_scores_gemma":[0.8226927,0.03720064,0.015897525,0.017258978,0.100387596,0.006562515],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.20527804,0.0027572357,0.003994626,0.035474207,0.007125732,0.032644182,0.009684836,0.007077048,0.0014991808],"category_scores_gemma":[0.11752664,0.0014155195,0.0041683656,0.018819885,0.028038764,0.025141168,0.029291898,0.018435627,0.0006564632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078770485,0.0003551062,0.030716065,0.0031194887,0.0005142907,0.0007821241,0.028979227,0.018321179,0.0034681319,0.6288169,0.023473365,0.2613753],"study_design_scores_gemma":[0.000037200305,0.0003152883,0.036570687,0.009882835,0.00042584175,0.00069712737,0.042303856,0.012127019,0.0041325083,0.6101814,0.28274503,0.00058118417],"about_ca_topic_score_codex":0.043440774,"about_ca_topic_score_gemma":0.051522564,"teacher_disagreement_score":0.20527804,"about_ca_system_score_codex":0.02817007,"about_ca_system_score_gemma":0.062812306,"threshold_uncertainty_score":0.98003364},"labels":[],"label_agreement":null},{"id":"W3086557714","doi":"10.1016/j.marpol.2020.104161","title":"Impediments to fisheries recovery in Canada: Policy and institutional constraints on developing management practices compliant with the precautionary approach","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Joint Research Centre; Natural Sciences and Engineering Research Council of Canada; NordForsk; Institute for Clinical Evaluative Sciences; Norges Forskningsråd; University of San Diego","keywords":"Credibility; Context (archaeology); Precautionary principle; Fisheries management; Science policy; Process (computing); Accountability; Business; Political science; Environmental resource management; Public relations; Economics; Public administration; Computer science; Law; Ecology","score_opus":0.03559315522182275,"score_gpt":0.2609869537166693,"score_spread":0.22539379849484656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086557714","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":[0.28827772,0.006979913,0.0014808321,0.6329227,0.00030911854,0.00016862167,0.00067678955,0.00010349155,0.06908087],"genre_scores_gemma":[0.95444405,0.004717035,0.0023658618,0.02676201,0.000057355475,0.0000664673,0.00018626147,0.00004022789,0.011360701],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9854256,0.0017680962,0.00046402533,0.00047660535,0.0034158144,0.008449878],"domain_scores_gemma":[0.97537315,0.005561315,0.0021001776,0.00041276147,0.008159399,0.008393291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076089613,0.00029395294,0.00042976876,0.0015153136,0.015811214,0.009421944,0.0029562213,0.0047712014,0.0056602145],"category_scores_gemma":[0.031683546,0.00040395107,0.00050258933,0.0027873234,0.0072391415,0.0032045129,0.0055444743,0.0054556825,0.00027235862],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035480649,0.00043065392,0.19583258,0.0017761613,0.00036750673,0.0030830828,0.052069068,0.0116452295,0.0039764536,0.28394812,0.19220257,0.25431377],"study_design_scores_gemma":[0.00011679689,0.00020878842,0.42199945,0.003627528,0.00031663387,0.0004882524,0.18251869,0.007344812,0.0025274558,0.040282764,0.33999038,0.000578306],"about_ca_topic_score_codex":0.9921238,"about_ca_topic_score_gemma":0.9971431,"teacher_disagreement_score":0.1121901,"about_ca_system_score_codex":0.1121901,"about_ca_system_score_gemma":0.43324727,"threshold_uncertainty_score":0.81399995},"labels":[],"label_agreement":null},{"id":"W3095080892","doi":"10.1016/j.marpol.2020.104274","title":"Small-scale fisheries in developed countries: Looking beyond developing country narratives through Japan’s perspective","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":28,"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 British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Fisheries law; Fisheries management; Sustainability; Scale (ratio); Developing country; Context (archaeology); Fishery; Food security; Perspective (graphical); Business; Political science; Economic growth; Economics; Geography; Fishing; Ecology; Agriculture","score_opus":0.024417916686916247,"score_gpt":0.2505356310360458,"score_spread":0.22611771434912956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095080892","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":[0.6211566,0.018060315,0.0012312846,0.13173097,0.00047370626,0.000039336413,0.00016382812,0.000012738139,0.22713126],"genre_scores_gemma":[0.98768973,0.0039409758,0.0002932182,0.004767729,0.00007199608,0.000021342079,0.000022978258,0.000006206968,0.0031858832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99917716,0.00031763015,0.00004463008,0.00005546443,0.00006464813,0.00034039843],"domain_scores_gemma":[0.9974533,0.0012442869,0.00041242858,0.00008551348,0.00032096088,0.0004834967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027981221,0.00039140283,0.00026554937,0.0015540954,0.008202599,0.0075618774,0.0006021234,0.0026319367,0.0021592972],"category_scores_gemma":[0.002425918,0.0002167593,0.0002687415,0.0021885566,0.011667991,0.00652033,0.0042438474,0.0031951654,0.00007442836],"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":[0.000121817466,0.000082554914,0.0263353,0.0005723462,0.000065080625,0.0027669317,0.26841518,0.000691861,0.0012546389,0.6709589,0.012125996,0.016609516],"study_design_scores_gemma":[0.000020016314,0.00009450814,0.06573656,0.00089977955,0.00013243932,0.0003021928,0.6230604,0.0007125428,0.0007622251,0.06592506,0.24226035,0.00009392447],"about_ca_topic_score_codex":0.082301736,"about_ca_topic_score_gemma":0.17203176,"teacher_disagreement_score":0.082301736,"about_ca_system_score_codex":0.008649839,"about_ca_system_score_gemma":0.010258812,"threshold_uncertainty_score":0.16364539},"labels":[],"label_agreement":null},{"id":"W3095298179","doi":"10.1016/j.marpol.2020.104280","title":"The quality of fisheries governance assessed using a participatory, multi-criteria framework: A case study from Murcia, Spain","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":21,"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 British Columbia","funders":"H2020 Marie Skłodowska-Curie Actions; Horizon 2020; Horizon 2020 Framework Programme","keywords":"Corporate governance; Stakeholder; Sustainability; Business; Environmental resource management; Quality (philosophy); Citizen journalism; Stakeholder engagement; Normative; Environmental planning; Good governance; Fishery; Political science; Geography; Economics; Ecology; Public relations","score_opus":0.2339999238905059,"score_gpt":0.4246712632503138,"score_spread":0.1906713393598079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095298179","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":[0.9896986,0.00019418384,0.0022484136,0.0004719707,0.000008520418,0.00014424574,0.000054456596,0.000009070397,0.0071705515],"genre_scores_gemma":[0.9978375,0.000061414496,0.0015548838,0.000020426012,0.000002475861,0.00004017541,0.000028714207,0.0000033014676,0.00045101193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911738,0.005858743,0.0003558835,0.00046984106,0.0010564723,0.0010852726],"domain_scores_gemma":[0.98595285,0.009185152,0.0011678969,0.00074862933,0.0021823943,0.00076310936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014853709,0.0004499374,0.00066240254,0.0028314537,0.002987021,0.004567172,0.0014221092,0.0017507809,0.001090431],"category_scores_gemma":[0.015480302,0.00022590905,0.000494823,0.0034568876,0.0027949202,0.0014042471,0.0033700014,0.0007610592,0.00006737737],"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":[0.0015176948,0.0025555375,0.47745237,0.0011408179,0.00064294966,0.0139251845,0.1570943,0.05978579,0.0061043347,0.060800124,0.0037139296,0.21526694],"study_design_scores_gemma":[0.0003148666,0.0011269491,0.48618788,0.0010866612,0.00029055515,0.001023101,0.39536265,0.047823813,0.003651289,0.025838224,0.037093252,0.00020076364],"about_ca_topic_score_codex":0.07521167,"about_ca_topic_score_gemma":0.12187198,"teacher_disagreement_score":0.07521167,"about_ca_system_score_codex":0.013219015,"about_ca_system_score_gemma":0.00819097,"threshold_uncertainty_score":0.14954782},"labels":[],"label_agreement":null},{"id":"W3109530569","doi":"10.1016/j.marpol.2020.104323","title":"Canada’s Arctic Offshore and Patrol Ships (AOPS): Their history and purpose","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Navy; Arctic; Government (linguistics); Underpinning; Archipelago; Aeronautics; The arctic; Submarine pipeline; Political science; Combatant; Oceanography; History; Law; Engineering; Archaeology; Geology; Civil engineering","score_opus":0.028813212041616743,"score_gpt":0.24951822166353377,"score_spread":0.22070500962191703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109530569","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":[0.19410089,0.05639151,0.0015456196,0.119129375,0.0022832844,0.00009878357,0.0022471438,0.000118126896,0.6240853],"genre_scores_gemma":[0.8004969,0.050141677,0.0015651449,0.015213263,0.00059934915,0.00005872252,0.00072489196,0.00010505246,0.13109499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976169,0.00022428315,0.00006429548,0.00020311707,0.0009799256,0.000911486],"domain_scores_gemma":[0.9951556,0.00081704976,0.000383996,0.000136015,0.0022597203,0.0012476362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022752406,0.0003576105,0.00030995437,0.0035704616,0.010174829,0.0086668655,0.0013485061,0.0019470156,0.0031594154],"category_scores_gemma":[0.00457134,0.00037478114,0.00030008433,0.0075366087,0.008419038,0.0016002785,0.0018914739,0.0029721924,0.0002720612],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012502835,0.000097470744,0.03944273,0.0006542757,0.000080136204,0.00049678306,0.021817105,0.0018781646,0.0006325337,0.60574275,0.12592946,0.20310347],"study_design_scores_gemma":[0.000005294491,0.000021448988,0.041807264,0.0005778921,0.000019352061,0.000057218254,0.009138431,0.00023302594,0.00023279073,0.004285437,0.9435857,0.000036187528],"about_ca_topic_score_codex":0.97980505,"about_ca_topic_score_gemma":0.9893657,"teacher_disagreement_score":0.07007161,"about_ca_system_score_codex":0.07007161,"about_ca_system_score_gemma":0.17506455,"threshold_uncertainty_score":0.5084075},"labels":[],"label_agreement":null},{"id":"W3114382621","doi":"10.1016/j.marpol.2020.104375","title":"Linking the motivations and outcomes of volunteers to understand participation in marine community science","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Public relations; Scope (computer science); Psychology; Community engagement; Exploratory factor analysis; Citizen science; Political science","score_opus":0.07251502697709872,"score_gpt":0.37931091750770835,"score_spread":0.3067958905306096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114382621","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":[0.9775655,0.00007963414,0.00071285927,0.0029236763,0.00003557735,0.000058597314,0.000044799926,0.0000063584484,0.018572953],"genre_scores_gemma":[0.9988404,0.000036620175,0.00022748255,0.00017504564,0.000009795017,0.000040213527,0.000024773395,0.0000047093195,0.00064101897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921143,0.005455535,0.00019159699,0.0002873659,0.00056727405,0.0013840129],"domain_scores_gemma":[0.9619285,0.020648135,0.0060948245,0.0014444531,0.0024494142,0.00743472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009810943,0.000173347,0.00018493051,0.0013639319,0.0035616509,0.0038381678,0.0006649398,0.0015580894,0.0043435367],"category_scores_gemma":[0.03984617,0.00017517507,0.00021822896,0.0009711203,0.003148955,0.0016491306,0.0038688707,0.0022807103,0.00030146993],"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":[0.0004214197,0.0017405992,0.7813863,0.00019339824,0.00007770315,0.000382228,0.12842721,0.0004318728,0.0010825039,0.029466093,0.0032255014,0.053165086],"study_design_scores_gemma":[0.000041873984,0.00032249064,0.59859204,0.00031636294,0.000034975477,0.00023295749,0.3453695,0.0018290911,0.00058478274,0.035491455,0.017129842,0.00005461543],"about_ca_topic_score_codex":0.0044924174,"about_ca_topic_score_gemma":0.010291413,"teacher_disagreement_score":0.009810943,"about_ca_system_score_codex":0.0016837984,"about_ca_system_score_gemma":0.0043194266,"threshold_uncertainty_score":0.051885843},"labels":[],"label_agreement":null},{"id":"W3115710961","doi":"10.1016/j.marpol.2020.104367","title":"The critically endangered flapper skate (Dipturus intermedius): Recommendations from the first flapper skate working group meeting","year":2020,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Interreg; Queen's University; Queen's University Belfast; European Commission","keywords":"Skate; IUCN Red List; Endangered species; Fishery; Threatened species; Critically endangered; Geography; Ecology; Biology; Habitat","score_opus":0.014614113416452813,"score_gpt":0.24367506616971887,"score_spread":0.22906095275326607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115710961","genre_codex":"commentary","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":[0.006803504,0.02842645,0.0034859776,0.90060395,0.037135467,0.0007303728,0.0023902166,0.00034989687,0.020074213],"genre_scores_gemma":[0.065212086,0.07758076,0.08216542,0.62717015,0.017799541,0.004497393,0.0087765865,0.0005553987,0.11624271],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934384,0.0014111581,0.00091882877,0.00040860247,0.0022968585,0.0015259851],"domain_scores_gemma":[0.97307646,0.005001016,0.0025945916,0.000593275,0.008952302,0.009782455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023553332,0.0027653002,0.001714121,0.0036434138,0.003948873,0.005338127,0.0067394143,0.03280222,0.0068724845],"category_scores_gemma":[0.022730814,0.0013991232,0.0029864004,0.0017738414,0.003201278,0.0045760097,0.0063472167,0.01767406,0.0034619637],"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":[0.0001770649,0.00038932197,0.00818103,0.0012197861,0.00009957754,0.00095747213,0.0013660605,0.00095903815,0.0022912056,0.0036201505,0.91169995,0.069039375],"study_design_scores_gemma":[0.000105250045,0.00024740165,0.019331755,0.0055453302,0.0002786529,0.00048760136,0.0049669263,0.0004471828,0.0011592084,0.00536712,0.9618809,0.00018251862],"about_ca_topic_score_codex":0.072288446,"about_ca_topic_score_gemma":0.14035256,"teacher_disagreement_score":0.072288446,"about_ca_system_score_codex":0.004437745,"about_ca_system_score_gemma":0.054692842,"threshold_uncertainty_score":0.14373535},"labels":[],"label_agreement":null},{"id":"W3119054142","doi":"10.1016/j.marpol.2020.104387","title":"Blue growth and blue justice: Ten risks and solutions for the ocean economy","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":474,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; University of British Columbia; Fisheries and Oceans Canada","funders":"Economic and Social Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Livelihood; Environmental justice; Economic Justice; Indigenous; Political science; Environmental governance; Corporate governance; Business; Development economics; Economics; Law; Geography; Ecology","score_opus":0.022786259601276882,"score_gpt":0.2572703735760923,"score_spread":0.2344841139748154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119054142","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":[0.024090583,0.007466424,0.007853355,0.75529456,0.001523656,0.000028357812,0.00010175953,0.000045254415,0.20359606],"genre_scores_gemma":[0.88778746,0.007194644,0.0038187227,0.059940174,0.0011686622,0.000104215076,0.000059162456,0.000076692195,0.039850134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99439985,0.0022207564,0.00009981736,0.0003024829,0.0012734877,0.0017035552],"domain_scores_gemma":[0.9923327,0.0035213567,0.00053615274,0.00042725197,0.001236935,0.0019456629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076045883,0.0005642492,0.0004960163,0.0009498296,0.008381959,0.015110866,0.0012093374,0.011807022,0.009614778],"category_scores_gemma":[0.014350541,0.00024570283,0.00058235554,0.0015651233,0.024871431,0.014154989,0.010336178,0.012218556,0.0006179149],"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":[0.00002697184,0.000027880933,0.0006963327,0.000030297675,0.000007403624,0.000046297944,0.0010538172,0.00055486185,0.000045346987,0.96782607,0.01898934,0.010695349],"study_design_scores_gemma":[0.0000110467245,0.000012151467,0.00050934433,0.00013681356,0.000006775964,0.000025467081,0.0055387574,0.0006503939,0.00008902459,0.92933613,0.06366446,0.00001957525],"about_ca_topic_score_codex":0.017387668,"about_ca_topic_score_gemma":0.0333926,"teacher_disagreement_score":0.017387668,"about_ca_system_score_codex":0.008472174,"about_ca_system_score_gemma":0.025379324,"threshold_uncertainty_score":0.06147021},"labels":[],"label_agreement":null},{"id":"W3121055660","doi":"10.1016/j.marpol.2020.104328","title":"Securing a sustainable future for US seafood in the wake of a global crisis","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Center for Ecological Analysis and Synthesis; Natural Sciences and Engineering Research Council of Canada; University of Vermont; Gund Institute for Environment; University of California, Santa Barbara; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Aquaculture; Business; Ecosystem-based management; Corporate governance; Fishery; Natural resource economics; Livelihood; Fisheries management; Fish stock; Economics; Ecosystem; Geography; Fishing; Fish <Actinopterygii>; Ecology; Agriculture","score_opus":0.005863432155281556,"score_gpt":0.2626452664464047,"score_spread":0.2567818342911231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121055660","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":[0.17161375,0.006768926,0.00078015286,0.7524316,0.0011031578,0.000018223034,0.0003761675,0.000030955263,0.06687706],"genre_scores_gemma":[0.9240159,0.010069036,0.0018010724,0.047211155,0.0006377983,0.00006016293,0.00030411305,0.00002488684,0.015875919],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99904007,0.00029406708,0.000048404123,0.00005742488,0.00025117942,0.00030886993],"domain_scores_gemma":[0.99785835,0.00048727705,0.00037439723,0.00006044286,0.0006150103,0.0006045719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026876454,0.0002298834,0.00016711694,0.0007199761,0.0023163622,0.0046198997,0.00039703766,0.0044520283,0.004159531],"category_scores_gemma":[0.0052769496,0.00010329964,0.00018404762,0.0018150364,0.0027891358,0.0041175205,0.0020501718,0.002558503,0.0003651729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005391593,0.0003786848,0.05513745,0.00067354366,0.000055483688,0.0015002714,0.011953139,0.004330773,0.004984927,0.49794543,0.24978511,0.17271613],"study_design_scores_gemma":[0.00003447385,0.00017560508,0.06531747,0.00090717385,0.00002875581,0.00039963145,0.10201774,0.0021689348,0.001470005,0.2062039,0.6212133,0.000063032225],"about_ca_topic_score_codex":0.044991218,"about_ca_topic_score_gemma":0.079409204,"teacher_disagreement_score":0.044991218,"about_ca_system_score_codex":0.0058001997,"about_ca_system_score_gemma":0.019140586,"threshold_uncertainty_score":0.089458704},"labels":[],"label_agreement":null},{"id":"W3121567777","doi":"10.1016/j.marpol.2015.08.012","title":"Notions of justice held by stakeholders of the Newfoundland fishery","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Eye Institute; Bundesministerium für Bildung und Forschung; Leuphana Universität Lüneburg","keywords":"Plural; Economic Justice; Overexploitation; Threatened species; Fishery; Corporate governance; Sociology; Retributive justice; Stakeholder; Environmental justice; Fish stock; Fish <Actinopterygii>; Political science; Environmental ethics; Public relations; Law; Ecology; Business; Biology","score_opus":0.04862115354155864,"score_gpt":0.23060562656442443,"score_spread":0.1819844730228658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121567777","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":[0.26911744,0.0020878206,0.008455772,0.30632046,0.0005489531,0.00005247574,0.00011564018,0.000025572048,0.4132758],"genre_scores_gemma":[0.98239267,0.00018469217,0.000432985,0.011143533,0.000075986565,0.00002477121,0.000009304241,0.000009707495,0.00572617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9779375,0.009918917,0.00072039734,0.0018732934,0.002931232,0.006618636],"domain_scores_gemma":[0.96997875,0.019295052,0.0024326877,0.001209297,0.0036727022,0.003411651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023882125,0.000366668,0.0007125118,0.001905195,0.025646646,0.020968989,0.0016158911,0.011834113,0.0031074083],"category_scores_gemma":[0.033145804,0.00049340486,0.0006024592,0.0017375934,0.051089857,0.009066503,0.008203635,0.014991212,0.00015034503],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062851956,0.00003146315,0.0043640602,0.000038334038,0.000059783597,0.00033538425,0.06255366,0.00058510544,0.0002835591,0.9182907,0.00829999,0.005095227],"study_design_scores_gemma":[0.000044833407,0.00006477985,0.012697038,0.0005916568,0.00015562316,0.00024570018,0.15180393,0.0013454383,0.0007293699,0.6844688,0.14767213,0.00018071172],"about_ca_topic_score_codex":0.34918755,"about_ca_topic_score_gemma":0.42257988,"teacher_disagreement_score":0.65081245,"about_ca_system_score_codex":0.03406465,"about_ca_system_score_gemma":0.033481237,"threshold_uncertainty_score":0.69431007},"labels":[],"label_agreement":null},{"id":"W3135104585","doi":"10.1016/j.marpol.2021.104423","title":"Normative beliefs and economic life: A case study of the fishing industry in two communities in rural newfoundland","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Normative; Fishing; Resource (disambiguation); Corporate governance; Fish <Actinopterygii>; Affect (linguistics); Inequality; Fishing industry; Economic growth; Political science; Sociology; Business; Economics; Fishery; Law; Finance","score_opus":0.0470761071530984,"score_gpt":0.39893588193111235,"score_spread":0.35185977477801395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135104585","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":[0.9979906,0.00004672493,0.000043967077,0.0003447371,0.000002380138,0.000009547056,0.0000107628475,7.730627e-7,0.0015505826],"genre_scores_gemma":[0.9983474,0.00009776323,0.00011230329,0.00011831585,0.000002070826,0.000010991579,0.00001206512,0.0000020931134,0.0012969885],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982255,0.00073556206,0.000025275507,0.000095617375,0.00010816636,0.0008099745],"domain_scores_gemma":[0.9968053,0.0015273357,0.00035669107,0.00010653013,0.0003662295,0.0008379356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014955002,0.0003154835,0.00043959374,0.0012705233,0.022127967,0.0027991135,0.0014528421,0.0018286043,0.0028754305],"category_scores_gemma":[0.0030714106,0.00043945693,0.0002452046,0.0017381625,0.007622018,0.0013621483,0.004160339,0.0024844431,0.00016742988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101151614,0.0005479716,0.11052519,0.000048780632,0.000024107208,0.0069628544,0.8701582,0.00016170827,0.0005331386,0.0023488186,0.00078478147,0.0078033498],"study_design_scores_gemma":[0.0000046948853,0.00004111977,0.032282993,0.000027924201,0.0000075439184,0.0002628,0.96574235,0.00010371715,0.00006109336,0.00011470429,0.0013422407,0.000008767488],"about_ca_topic_score_codex":0.7328737,"about_ca_topic_score_gemma":0.9326736,"teacher_disagreement_score":0.26712632,"about_ca_system_score_codex":0.01314321,"about_ca_system_score_gemma":0.009017897,"threshold_uncertainty_score":0.53739893},"labels":[],"label_agreement":null},{"id":"W3148897999","doi":"10.1016/j.marpol.2021.104491","title":"Seal hunting in Newfoundland from the perspective of local people","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Ocean Frontier Institute; Canada First Research Excellence Fund; National Geographic Society","keywords":"Perspective (graphical); Seal (emblem); Geography; History; Fishery; Environmental ethics; Archaeology; Art; Biology; Philosophy; Visual arts","score_opus":0.011460847358446043,"score_gpt":0.2569387157321236,"score_spread":0.24547786837367758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148897999","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":[0.84223485,0.03688593,0.0001655269,0.060566533,0.0003216252,0.00001824353,0.0017598475,0.0000100983225,0.058037307],"genre_scores_gemma":[0.94207424,0.028381174,0.00021117393,0.008234142,0.00021683589,0.00002830411,0.00058768055,0.000009712721,0.020256743],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992506,0.00012608118,0.000028031978,0.000054814172,0.000073492796,0.00046701304],"domain_scores_gemma":[0.9984742,0.00032204587,0.0003463609,0.00003410361,0.00030918614,0.0005140236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009792132,0.00012573805,0.00019715287,0.0009167215,0.001917625,0.0022630952,0.00042865935,0.0010684833,0.002796344],"category_scores_gemma":[0.0011767162,0.0001656185,0.0003061771,0.0016871266,0.0017027111,0.0010447367,0.0012636423,0.0017076455,0.0001514755],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038590573,0.00018709028,0.75259864,0.0012787733,0.00049866055,0.0025045967,0.040657114,0.0015929084,0.0009133073,0.02546368,0.074321166,0.0995982],"study_design_scores_gemma":[0.000004774129,0.000049890292,0.91914004,0.0006174554,0.000065382475,0.00021073518,0.03355118,0.00011880518,0.000078550824,0.0004530823,0.04568442,0.000025620728],"about_ca_topic_score_codex":0.9136568,"about_ca_topic_score_gemma":0.9835865,"teacher_disagreement_score":0.08634323,"about_ca_system_score_codex":0.014794733,"about_ca_system_score_gemma":0.009278173,"threshold_uncertainty_score":0.17370337},"labels":[],"label_agreement":null},{"id":"W3153446838","doi":"10.1016/j.marpol.2021.104490","title":"The implementation gap in Canadian fishery policy: Fisheries rebuilding and sustainability at risk","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":17,"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":"Fisheries management; Business; Sustainability; Fishing; Audit; Fishery; Work (physics); Fisheries law; Government (linguistics); Fisheries science; Environmental resource management; Environmental planning; Accounting; Geography; Economics; Engineering; Ecology","score_opus":0.009983150404545815,"score_gpt":0.29536577773672784,"score_spread":0.285382627332182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153446838","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":[0.23619995,0.018975332,0.0033702548,0.610598,0.0011585539,0.00034349394,0.0010515937,0.00012315281,0.12817971],"genre_scores_gemma":[0.92666835,0.008356642,0.0054193996,0.049771037,0.000101317884,0.00016699047,0.0004523261,0.00007166756,0.008992302],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9640947,0.005855107,0.0010315021,0.0015882481,0.017784646,0.009645741],"domain_scores_gemma":[0.9512485,0.00984054,0.0029587585,0.0011749262,0.022354279,0.012422886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03097057,0.0005728209,0.0009417165,0.0036229813,0.02318331,0.014365258,0.0039628763,0.0041104406,0.005909405],"category_scores_gemma":[0.05418199,0.000613888,0.000989492,0.0065567065,0.009895863,0.007995147,0.008343807,0.0073450925,0.00028715754],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038981327,0.0006204067,0.11404521,0.0030858011,0.00030273836,0.0009859977,0.12293979,0.0034279241,0.0013056046,0.2762925,0.16153054,0.3150737],"study_design_scores_gemma":[0.00009212449,0.00024230391,0.2878415,0.0058137244,0.00024654073,0.00028640986,0.16710028,0.0037167424,0.0010216227,0.02582368,0.50733876,0.00047634385],"about_ca_topic_score_codex":0.99410653,"about_ca_topic_score_gemma":0.996759,"teacher_disagreement_score":0.24707606,"about_ca_system_score_codex":0.24707606,"about_ca_system_score_gemma":0.5964849,"threshold_uncertainty_score":0.87328506},"labels":[],"label_agreement":null},{"id":"W3154509774","doi":"10.1016/j.marpol.2021.104526","title":"Marine Stewardship Council sustainability certification in developing countries: Certifiability and beyond in Kerala, India and The Gambia, West Africa","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Stewardship (theology); Sustainability; Certification; Fisheries management; Scale (ratio); Developing country; Fisheries law; Fishery; Politics; Environmental resource management; Political science; Business; Economic growth; Environmental planning; Geography; Ecology; Economics; Fishing","score_opus":0.0303592131471614,"score_gpt":0.26248750607508803,"score_spread":0.23212829292792664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154509774","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":[0.992463,0.00024874508,0.00003762139,0.0017365089,0.000009559575,0.000009708931,0.000006582812,0.0000024638719,0.005485714],"genre_scores_gemma":[0.9989126,0.00020114509,0.00004004475,0.00017306319,0.0000015620558,0.000004754155,0.0000049895293,0.0000013121904,0.00066064263],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982445,0.0007178447,0.000057763813,0.000089917194,0.00021468799,0.00067533384],"domain_scores_gemma":[0.9967476,0.0012455191,0.0006723334,0.00010571536,0.0002683949,0.00096046826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030952324,0.00013217867,0.00014021607,0.00061286,0.00597893,0.0031572462,0.00056672253,0.00067498354,0.001523206],"category_scores_gemma":[0.004994923,0.00018400638,0.000117096526,0.0012523505,0.0056143156,0.0018891682,0.004498999,0.0015040367,0.000103937724],"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":[0.00008640455,0.00018093587,0.26981115,0.00024749973,0.000018654886,0.006327931,0.6365401,0.00047807838,0.0016415494,0.03020549,0.0032757293,0.051186416],"study_design_scores_gemma":[0.0000033771014,0.00006827149,0.15585087,0.0001930011,0.000008531646,0.00040658657,0.82638943,0.00016389135,0.00033710973,0.0006333793,0.015921766,0.000023780043],"about_ca_topic_score_codex":0.078804694,"about_ca_topic_score_gemma":0.11854261,"teacher_disagreement_score":0.078804694,"about_ca_system_score_codex":0.0066445423,"about_ca_system_score_gemma":0.008655934,"threshold_uncertainty_score":0.15669203},"labels":[],"label_agreement":null},{"id":"W315937507","doi":"10.1016/j.marpol.2015.04.003","title":"Advancing marine cumulative effects mapping: An update in Canada’s Pacific waters","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of British Columbia; World Wildlife Fund Canada","funders":"National Centre for Biological Sciences; Gordon and Betty Moore Foundation","keywords":"Cumulative effects; Marine protected area; Habitat; Intertidal zone; Marine habitats; Fishing; Environmental science; Marine spatial planning; Pelagic zone; Marine conservation; Geography; Environmental resource management; Fishery; Ecology; Biology","score_opus":0.008691761255035025,"score_gpt":0.22010404075213297,"score_spread":0.21141227949709795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W315937507","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":[0.023517946,0.4046952,0.12159377,0.12779754,0.017438488,0.0011217794,0.18876638,0.009721494,0.10534745],"genre_scores_gemma":[0.084749945,0.4006386,0.38069206,0.016226357,0.004204438,0.00085423474,0.078705475,0.0026353428,0.03129356],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9936022,0.0005990284,0.00068835303,0.0005610953,0.004207298,0.00034184483],"domain_scores_gemma":[0.8799655,0.018685842,0.00395507,0.005584496,0.087752044,0.004057083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018350422,0.0021365748,0.0020422263,0.015052409,0.0020894185,0.0062938193,0.008792671,0.002343236,0.009454349],"category_scores_gemma":[0.06420267,0.0010712394,0.0022085547,0.027421486,0.0017412821,0.0045445496,0.004173761,0.0033051607,0.0019175309],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042968833,0.000045010936,0.028627599,0.002252511,0.00027345022,0.000107757136,0.00055183785,0.0026398336,0.0002854655,0.0018079043,0.34208485,0.62128085],"study_design_scores_gemma":[0.000033598448,0.000025761488,0.04926185,0.0065838844,0.0005565084,0.00028469376,0.0008057801,0.0024090149,0.0006646966,0.0042136516,0.9349938,0.00016684922],"about_ca_topic_score_codex":0.9392438,"about_ca_topic_score_gemma":0.9780673,"teacher_disagreement_score":0.060756207,"about_ca_system_score_codex":0.016116608,"about_ca_system_score_gemma":0.07167841,"threshold_uncertainty_score":0.12222797},"labels":[],"label_agreement":null},{"id":"W3160812225","doi":"10.1016/j.marpol.2021.104581","title":"Access rights, capacities and benefits in small-scale fisheries: Insights from the Pacific Coast of Canada","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Entrust (Canada); Assembly of First Nations; Nuu Chah Nulth Tribal Council; University of Victoria; University of British Columbia; Fisheries and Oceans Canada","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Fishing; Indigenous; Business; Politics; Diversification (marketing strategy); Scale (ratio); Finance; Public economics; Fishery; Environmental resource management; Economic growth; Natural resource economics; Economics; Political science; Geography; Marketing; Ecology","score_opus":0.01397496292373154,"score_gpt":0.19054723147465163,"score_spread":0.1765722685509201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160812225","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":[0.8676823,0.0020120712,0.00033470872,0.0077529065,0.000012626789,0.000045580135,0.0009791679,0.00000911693,0.12117161],"genre_scores_gemma":[0.99441177,0.00076885306,0.000094837655,0.00013541535,0.0000024129624,0.0000070927467,0.00009242313,0.000002566276,0.004484548],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988105,0.00011599592,0.00003184283,0.00007414272,0.00034371178,0.00062382023],"domain_scores_gemma":[0.9942063,0.0019943316,0.0004314055,0.00014485161,0.0020795886,0.0011434574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011636651,0.00016773668,0.00033163602,0.0017118875,0.0046379985,0.004977537,0.0008976952,0.0008367598,0.007407209],"category_scores_gemma":[0.0064297686,0.00017840869,0.00028954432,0.0047610076,0.0044142436,0.0022101947,0.0018752696,0.0012118298,0.00015071622],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036957252,0.00029161994,0.50321317,0.0003959833,0.0002347643,0.0010924845,0.035164483,0.011708145,0.0011781686,0.346224,0.018097088,0.082030416],"study_design_scores_gemma":[0.00004304585,0.000060643277,0.8050881,0.00042638605,0.00019150996,0.00012266272,0.100609615,0.0034229974,0.000362628,0.03860271,0.050973784,0.00009597068],"about_ca_topic_score_codex":0.9930079,"about_ca_topic_score_gemma":0.9975545,"teacher_disagreement_score":0.0543295,"about_ca_system_score_codex":0.0543295,"about_ca_system_score_gemma":0.05556146,"threshold_uncertainty_score":0.39418995},"labels":[],"label_agreement":null},{"id":"W3160975789","doi":"10.1016/j.marpol.2021.104556","title":"Price and revenue projections under alternative policy shocks due to the coronavirus: Canadian lobster and snow crab","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Fisheries and Oceans Canada","keywords":"Revenue; Fishing; Fishery; Economics; Snow; Coronavirus disease 2019 (COVID-19); Geography; Finance; Biology; Meteorology","score_opus":0.05360879579340728,"score_gpt":0.30033339696121836,"score_spread":0.2467246011678111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160975789","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":[0.9482546,0.00081867556,0.0014920533,0.00796447,0.00013869963,0.00007014189,0.018983513,0.00011264644,0.022165269],"genre_scores_gemma":[0.98835117,0.00062609196,0.0003368519,0.00022343911,0.000021867701,0.00001223453,0.0046674865,0.000014207078,0.0057465704],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992386,0.00007723961,0.000021661506,0.00007044084,0.00018962177,0.00040237905],"domain_scores_gemma":[0.998456,0.00028610916,0.0002756433,0.000045449386,0.00068626495,0.00025042333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011659446,0.0005119931,0.00051748304,0.0011297081,0.0009021324,0.0036314738,0.0009231555,0.0014885057,0.0041353623],"category_scores_gemma":[0.0043682638,0.00036537083,0.000993094,0.0021383548,0.0009761587,0.0011560791,0.00063738343,0.0022403554,0.0003335143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013387473,0.00022346164,0.13940305,0.00019683181,0.00029095417,0.0007666254,0.00037473624,0.7400169,0.0019340045,0.06269415,0.036218964,0.016541574],"study_design_scores_gemma":[0.0002509717,0.00032541025,0.325603,0.00011148598,0.00031572077,0.00012064814,0.003682239,0.6249541,0.0017484211,0.017250268,0.025346141,0.0002915938],"about_ca_topic_score_codex":0.9655897,"about_ca_topic_score_gemma":0.9638999,"teacher_disagreement_score":0.034410298,"about_ca_system_score_codex":0.03155864,"about_ca_system_score_gemma":0.021341836,"threshold_uncertainty_score":0.22897506},"labels":[],"label_agreement":null},{"id":"W3167784355","doi":"10.1016/j.marpol.2021.104614","title":"Mapping threats to species: Method matters","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":14,"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 British Columbia","funders":"Australian Government","keywords":"Vulnerability (computing); Environmental resource management; Geography; Range (aeronautics); Footprint; Identification (biology); Environmental planning; Computer science; Ecology; Environmental science; Computer security","score_opus":0.024480830355613686,"score_gpt":0.2844623815570455,"score_spread":0.25998155120143185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167784355","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02706669,0.010869987,0.75226927,0.08872331,0.016241662,0.007566109,0.009287189,0.0016903302,0.086285524],"genre_scores_gemma":[0.23752432,0.0074270843,0.67269385,0.022534823,0.003055731,0.028741254,0.0024782964,0.0020506943,0.023493962],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.8002613,0.17489973,0.008676797,0.0050470447,0.009997462,0.0011175993],"domain_scores_gemma":[0.44655874,0.4406566,0.015592852,0.05818438,0.035517108,0.0034903423],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.22838639,0.0019574119,0.0017122128,0.006157633,0.002631987,0.007412371,0.0062135844,0.0028861195,0.021277588],"category_scores_gemma":[0.50463,0.0011139686,0.0020060225,0.006087251,0.005911431,0.010039631,0.0043847486,0.004653179,0.004371579],"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":[0.0009480292,0.00079692784,0.043667227,0.008948407,0.0021891715,0.00038661796,0.008826793,0.0038466712,0.0032836618,0.2058387,0.15332508,0.5679428],"study_design_scores_gemma":[0.00084793067,0.00044809608,0.038378518,0.010939326,0.0011573574,0.0013494726,0.010282752,0.011432683,0.0059882253,0.56873715,0.3498859,0.0005525934],"about_ca_topic_score_codex":0.009778551,"about_ca_topic_score_gemma":0.018643621,"teacher_disagreement_score":0.7716136,"about_ca_system_score_codex":0.003137285,"about_ca_system_score_gemma":0.007804681,"threshold_uncertainty_score":0.95153695},"labels":[],"label_agreement":null},{"id":"W3169768477","doi":"10.1016/j.marpol.2021.104622","title":"Brexit and consequences for quota sharing in the Barents Sea cod fishery","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":8,"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 British Columbia","funders":"","keywords":"Brexit; Fishery; Oceanography; Business; International trade; Biology; Geology; European union","score_opus":0.057633213241749054,"score_gpt":0.27773801902184164,"score_spread":0.2201048057800926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169768477","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":[0.94625217,0.00026161288,0.00032125425,0.01038769,0.000094185125,0.00003246599,0.0002529878,0.000011963998,0.042385552],"genre_scores_gemma":[0.9937802,0.00006281778,0.000053267886,0.0012602232,0.000024305295,0.000014668295,0.000040458846,0.000003927842,0.004760203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99548703,0.0011516154,0.00029615796,0.00040769402,0.0008331803,0.0018242712],"domain_scores_gemma":[0.9917269,0.0033849531,0.0017705475,0.00034045023,0.0012755981,0.0015016499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005437127,0.00025601717,0.0007232515,0.0011146325,0.0038169771,0.0065003145,0.0013074783,0.006541666,0.009305035],"category_scores_gemma":[0.017356558,0.00044200354,0.0009117997,0.0012579527,0.004378928,0.0028848986,0.003844912,0.0032208841,0.00039721708],"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":[0.0034624226,0.0015398741,0.44385868,0.00027317746,0.00063024653,0.005253357,0.008475304,0.038951483,0.006605176,0.41075218,0.025721869,0.054476157],"study_design_scores_gemma":[0.00041269473,0.0011837187,0.7347702,0.00046293723,0.0003406994,0.00069438934,0.03663607,0.034486335,0.0020278387,0.15000078,0.03855567,0.00042879174],"about_ca_topic_score_codex":0.1884357,"about_ca_topic_score_gemma":0.29346025,"teacher_disagreement_score":0.1884357,"about_ca_system_score_codex":0.011461474,"about_ca_system_score_gemma":0.010030493,"threshold_uncertainty_score":0.37467778},"labels":[],"label_agreement":null},{"id":"W3170268164","doi":"10.1016/j.marpol.2021.104623","title":"Changing climates in a blue economy: Assessing the climate-responsiveness of Canadian fisheries and oceans policy","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Nippon Foundation","keywords":"Sustainability; Climate change; Geography; Environmental resource management; Business; Fishery; Natural resource economics; Environmental planning; Oceanography; Environmental science; Economics; Ecology","score_opus":0.009964917317222242,"score_gpt":0.2385245864678127,"score_spread":0.22855966915059045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170268164","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":[0.97125524,0.0005926607,0.00045919965,0.0076867007,0.00003858172,0.00007591727,0.002279961,0.00001785431,0.017593851],"genre_scores_gemma":[0.9968784,0.00041639674,0.0003692571,0.00044827658,0.000011076878,0.00002257585,0.0005492999,0.0000049574687,0.0012997106],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971511,0.0006110545,0.00008891184,0.00020420208,0.00084525667,0.0010994606],"domain_scores_gemma":[0.99352723,0.0021644768,0.0008175949,0.0001291355,0.0023280417,0.0010335639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035423958,0.00055903645,0.00046376255,0.0014783026,0.0028857999,0.004280289,0.001282918,0.0017683527,0.0019606021],"category_scores_gemma":[0.017442493,0.00026935636,0.0006450001,0.003382632,0.0016845152,0.0014837598,0.0015101769,0.0018964236,0.00008773026],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010972965,0.00057560165,0.7229947,0.00042155996,0.0010020402,0.00041104708,0.0032094195,0.16135041,0.0017883513,0.05062437,0.018294265,0.038230877],"study_design_scores_gemma":[0.000090108995,0.00026024913,0.88683754,0.00010038685,0.00042568234,0.000034239634,0.012876579,0.07123352,0.00079198997,0.0073790853,0.019816969,0.00015362873],"about_ca_topic_score_codex":0.9922099,"about_ca_topic_score_gemma":0.9964024,"teacher_disagreement_score":0.90367985,"about_ca_system_score_codex":0.09632017,"about_ca_system_score_gemma":0.08375578,"threshold_uncertainty_score":0.698855},"labels":[],"label_agreement":null},{"id":"W3176323679","doi":"10.1016/j.marpol.2021.104554","title":"Towards integrated modeling of the long-term impacts of oil spills","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Oil Spill Detection and Mitigation","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":"Fisheries and Oceans Canada","funders":"Gulf of Mexico Research Initiative","keywords":"Stakeholder; Stakeholder engagement; Human health; Environmental resource management; Work (physics); Ecosystem; Ecosystem services; Human systems engineering; Business; Environmental planning; Computer science; Environmental science; Ecology; Engineering; Economics","score_opus":0.010967527799626637,"score_gpt":0.2517299800846763,"score_spread":0.24076245228504964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176323679","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":[0.3899282,0.001765134,0.5629575,0.0060393233,0.00038138148,0.000110266395,0.0027888606,0.0011614569,0.034867752],"genre_scores_gemma":[0.96054393,0.0008317972,0.029127762,0.0003412624,0.00010284787,0.0001272555,0.0007226707,0.00020714154,0.007995391],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993368,0.00027657903,0.000042503692,0.00010863763,0.00010791131,0.00012748038],"domain_scores_gemma":[0.99849916,0.0006616707,0.00022871501,0.00014597681,0.00030524476,0.00015936563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018071986,0.0009280448,0.0014413237,0.000892263,0.00080987014,0.0030635085,0.0020662653,0.003507423,0.0030418497],"category_scores_gemma":[0.005721635,0.0011957478,0.001445702,0.0013061166,0.0010643891,0.0044914302,0.0021819056,0.0027658488,0.00042845588],"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":[0.000007622632,0.000013350976,0.00032885614,0.000004049975,0.00001900492,0.000008209131,0.000007801396,0.9964347,0.000081308,0.0022846425,0.00010638638,0.0007041061],"study_design_scores_gemma":[0.0000039550837,0.0000041258477,0.00012959585,0.00000254719,0.0000061125475,0.0000015983504,0.000009717771,0.99660134,0.00004534684,0.002889169,0.00030300772,0.0000034078666],"about_ca_topic_score_codex":0.10635731,"about_ca_topic_score_gemma":0.055808656,"teacher_disagreement_score":0.10635731,"about_ca_system_score_codex":0.003261296,"about_ca_system_score_gemma":0.0042639766,"threshold_uncertainty_score":0.2114765},"labels":[],"label_agreement":null},{"id":"W3183403381","doi":"10.1016/j.marpol.2021.104690","title":"Untimely publications: Delayed Canadian fisheries science advice limits transparency of decision-making","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Fisheries management; Cornerstone; Fisheries law; Advice (programming); Corporate governance; Business; Science policy; Political science; Public relations; Environmental resource management; Public administration; Fishing; Computer science; Geography; Economics; Finance; Law","score_opus":0.017514956992027438,"score_gpt":0.28847300354925415,"score_spread":0.2709580465572267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183403381","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017307615,0.0032855987,0.0071694367,0.75372326,0.006069163,0.00023601687,0.0012604822,0.0007464642,0.21020198],"genre_scores_gemma":[0.58808774,0.004977602,0.018505555,0.29603696,0.006568611,0.00041286767,0.0012528097,0.00089090416,0.083267085],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.7980429,0.03831622,0.014970596,0.010104507,0.124435246,0.014130504],"domain_scores_gemma":[0.19936705,0.54394954,0.037903998,0.029966809,0.16640957,0.02240312],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1584228,0.0007952531,0.0011260401,0.010018596,0.013935744,0.03910197,0.0067562405,0.019070059,0.024340717],"category_scores_gemma":[0.5901759,0.0012638494,0.0013522344,0.009859795,0.012448046,0.016220873,0.008169641,0.019985404,0.003941996],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004379923,0.00011976836,0.015013475,0.0007078363,0.00022552913,0.0005256903,0.007939182,0.0017400098,0.0017261175,0.22740825,0.61051416,0.13364199],"study_design_scores_gemma":[0.0003168856,0.00010262438,0.02498972,0.0018482724,0.00044711627,0.00026846095,0.0062477128,0.0045472616,0.0036879827,0.18102787,0.77601606,0.00050003274],"about_ca_topic_score_codex":0.61819524,"about_ca_topic_score_gemma":0.72843564,"teacher_disagreement_score":0.932273,"about_ca_system_score_codex":0.06772705,"about_ca_system_score_gemma":0.23252834,"threshold_uncertainty_score":0.8378298},"labels":[],"label_agreement":null},{"id":"W3184140236","doi":"10.1016/j.marpol.2021.104613","title":"Marine Plan Partnership for the North Pacific Coast: Engagement and communication with stakeholders and the public","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","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":true,"ca_institutions":"Ministry of Forests","funders":"Gordon and Betty Moore Foundation","keywords":"Stakeholder; Stakeholder engagement; General partnership; Public participation; Corporate governance; Public relations; Community engagement; Action plan; Marine spatial planning; Plan (archaeology); Acknowledgement; Public consultation; Public engagement; Multitude; Environmental resource management; Business; Environmental planning; Political science; Geography; Management; Economics","score_opus":0.0632463315302464,"score_gpt":0.241162564762806,"score_spread":0.17791623323255962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184140236","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":[0.11991567,0.0034095922,0.025920017,0.43742475,0.0020783488,0.0029483088,0.0009591481,0.000542057,0.40680212],"genre_scores_gemma":[0.810292,0.004669202,0.036675397,0.022755511,0.0003279367,0.0028776051,0.0011679052,0.00031726476,0.12091711],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9854456,0.0075004064,0.000320117,0.0005810866,0.0044133887,0.00173933],"domain_scores_gemma":[0.9768564,0.006018515,0.0011091046,0.00092930463,0.005519746,0.009566881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015639303,0.0003331965,0.00019978284,0.00094923965,0.0145768095,0.00631411,0.0016732648,0.0026453352,0.008458519],"category_scores_gemma":[0.021198906,0.00037442797,0.00018648306,0.0021564174,0.0049892263,0.004233404,0.011437938,0.0055312626,0.00096371403],"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":[0.00006513882,0.00027679995,0.012768464,0.0006183697,0.000024535268,0.0025562719,0.29549888,0.00089859543,0.0022211592,0.049820665,0.3653382,0.26991296],"study_design_scores_gemma":[0.000012069555,0.000059117534,0.008277738,0.0003057956,0.000004622462,0.0002627505,0.15096684,0.00044304086,0.00036440074,0.0065241684,0.8327447,0.000034765377],"about_ca_topic_score_codex":0.24282657,"about_ca_topic_score_gemma":0.35386354,"teacher_disagreement_score":0.24282657,"about_ca_system_score_codex":0.016447837,"about_ca_system_score_gemma":0.12158767,"threshold_uncertainty_score":0.48282635},"labels":[],"label_agreement":null},{"id":"W3185825473","doi":"10.1016/j.marpol.2021.104700","title":"Regulating the Blue Economy? Challenges to an effective Canadian aquaculture act","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of New Brunswick","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Aquaculture; Legislation; Corporate governance; Business; Stakeholder; Environmental planning; Political science; Natural resource economics; Fishery; Fish <Actinopterygii>; Economics; Geography; Law; Biology","score_opus":0.009136433862588665,"score_gpt":0.2306111552492272,"score_spread":0.22147472138663854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185825473","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":[0.0104717845,0.0037855464,0.0008007878,0.86539966,0.0026211313,0.00006847943,0.00036881777,0.00010972545,0.116374046],"genre_scores_gemma":[0.25426978,0.007207596,0.006065513,0.50366396,0.0015939539,0.00022907986,0.00039638378,0.00019560034,0.2263782],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9799401,0.0020050113,0.00041950002,0.0008148456,0.011049549,0.0057709343],"domain_scores_gemma":[0.9608888,0.0073611876,0.00080709276,0.00089311984,0.019068174,0.0109816445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01697435,0.00095028983,0.0010148803,0.0026742609,0.02279699,0.01812122,0.0051112603,0.02161732,0.009361456],"category_scores_gemma":[0.03414265,0.00080849143,0.001100047,0.0026304128,0.012341209,0.0051659956,0.0057142265,0.020625846,0.0011058162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008429225,0.00012227615,0.002417864,0.00015630202,0.000055711436,0.00029626605,0.0029511584,0.002557171,0.00075259415,0.37561876,0.585277,0.029710595],"study_design_scores_gemma":[0.00008890908,0.000038235234,0.0112053305,0.0003580814,0.00005954739,0.000051254792,0.0057614376,0.0020462011,0.00034564422,0.041737676,0.9381157,0.00019199618],"about_ca_topic_score_codex":0.9914656,"about_ca_topic_score_gemma":0.9957094,"teacher_disagreement_score":0.14153244,"about_ca_system_score_codex":0.14153244,"about_ca_system_score_gemma":0.5211829,"threshold_uncertainty_score":0.9957007},"labels":[],"label_agreement":null},{"id":"W3188781083","doi":"10.1016/j.marpol.2021.104699","title":"Enhanced monitoring of life in the sea is a critical component of conservation management and sustainable economic growth","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":55,"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":"National Oceanic and Atmospheric Administration; National Aeronautics and Space Administration; Xiamen University; Dalhousie University; Università degli Studi di Trento; Nuclear Safety and Security Commission; Consortium for Ocean Leadership; Australian Government; Automotive Research Center; Smithsonian Institution; Old Dominion University; National Science Foundation","keywords":"Environmental resource management; Climate change; Sustainable development; Biodiversity; Business; Sustainability; Natural resource economics; Environmental planning; Environmental science; Oceanography; Economics; Ecology","score_opus":0.018745882055637278,"score_gpt":0.27686035390067715,"score_spread":0.2581144718450399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188781083","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11740807,0.060329862,0.13679975,0.49789566,0.009372805,0.0005048311,0.010035345,0.0013390688,0.16631459],"genre_scores_gemma":[0.700854,0.07116747,0.16209786,0.03199724,0.0066193836,0.00056425156,0.0061619114,0.00022166396,0.020316161],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733305,0.0009372699,0.00018703594,0.00034584862,0.0009936142,0.00020330654],"domain_scores_gemma":[0.99019754,0.0024041978,0.0023062364,0.0009850862,0.003075824,0.001031049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046093073,0.0005695921,0.00044549242,0.0017156383,0.0013690738,0.0031288571,0.0010785747,0.0015848443,0.00355282],"category_scores_gemma":[0.010526046,0.0002323598,0.00035426373,0.002094531,0.0016638578,0.006514035,0.0030483594,0.002181975,0.002004888],"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":[0.000068002366,0.00021828098,0.14593217,0.00093909015,0.00008982177,0.00013474244,0.0010494298,0.0027299635,0.008549107,0.020855928,0.12912299,0.6903105],"study_design_scores_gemma":[0.000018336697,0.00045848082,0.18246852,0.0021772732,0.00013164816,0.00034866013,0.007386692,0.005271406,0.007871338,0.08525346,0.7084212,0.00019289284],"about_ca_topic_score_codex":0.009996737,"about_ca_topic_score_gemma":0.022310626,"teacher_disagreement_score":0.009996737,"about_ca_system_score_codex":0.0013661354,"about_ca_system_score_gemma":0.0037381148,"threshold_uncertainty_score":0.02437663},"labels":[],"label_agreement":null},{"id":"W3197185533","doi":"10.1016/j.marpol.2021.104735","title":"Informed selfishness – Practical reflections on building a sustainable ocean economy","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","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 British Columbia; Fisheries and Oceans Canada; Global Affairs Canada; Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Selfishness; License; Sustainability; Panel discussion; Prime minister; Sustainable development; Political science; Business; Law","score_opus":0.01811645477196626,"score_gpt":0.3197729511428232,"score_spread":0.30165649637085695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197185533","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02348205,0.0030844675,0.012796436,0.67800117,0.0025971334,0.00007157343,0.000026508143,0.00005134603,0.27988937],"genre_scores_gemma":[0.8756777,0.0019666373,0.0040076375,0.09348278,0.0008033577,0.00013336046,0.000019608298,0.00009276081,0.02381613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98556244,0.009130169,0.0003575383,0.00080294424,0.0023659607,0.00178098],"domain_scores_gemma":[0.97159666,0.021275243,0.0011185178,0.002075947,0.0020198505,0.0019138328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02759603,0.000560242,0.0004725996,0.00065797684,0.008012179,0.013561512,0.002308313,0.017670756,0.0076854248],"category_scores_gemma":[0.03416179,0.00039650168,0.0006621343,0.0007201535,0.07338753,0.018708145,0.011735041,0.020874029,0.00075555575],"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":[0.000012658019,0.000016635828,0.000098526,0.000022927577,0.000005438884,0.00007586805,0.005155366,0.00030277146,0.000067458175,0.98310995,0.00698317,0.004149281],"study_design_scores_gemma":[0.000012953239,0.000012282139,0.00011182625,0.000094990835,0.0000040814175,0.00004265006,0.007129856,0.00023410447,0.00018578165,0.91696495,0.07519091,0.000015724023],"about_ca_topic_score_codex":0.006033431,"about_ca_topic_score_gemma":0.006105303,"teacher_disagreement_score":0.02759603,"about_ca_system_score_codex":0.006792791,"about_ca_system_score_gemma":0.0135125825,"threshold_uncertainty_score":0.14594346},"labels":[],"label_agreement":null},{"id":"W3198189974","doi":"10.1016/j.marpol.2021.104744","title":"Tourism place making through the bioluminescent “Blue Tears” of Pingtan Islands, China","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":26,"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 Waterloo","funders":"Ministry of Education of the People's Republic of China; Renmin University of China; National Natural Science Foundation of China","keywords":"Tourism; China; Government (linguistics); Tourism geography; Destinations; Business; Social media; Marketing; Geography; Economy; Political science; Economics","score_opus":0.015044673714965134,"score_gpt":0.3151222972067518,"score_spread":0.3000776234917866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198189974","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":[0.9852705,0.00011681978,0.000057985442,0.0012777642,0.000012919251,0.0000074385684,0.000023143037,0.0000043007058,0.013229136],"genre_scores_gemma":[0.99361885,0.00008273769,0.000060575443,0.000087410765,0.0000042852316,0.000004395593,0.000015217333,0.0000017496503,0.006124821],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99989486,0.000023913171,0.0000032565065,0.000012613524,0.000016996173,0.000048386155],"domain_scores_gemma":[0.9998087,0.00001878787,0.00003161822,0.000009192822,0.000027739385,0.00010392705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020152268,0.00012865025,0.000086836095,0.00035736526,0.0025158513,0.0013784813,0.0003355225,0.00032075084,0.0038914036],"category_scores_gemma":[0.00038340158,0.00007237813,0.00008791936,0.00056164037,0.0013036949,0.0007703773,0.0012756912,0.00044805906,0.000115146955],"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":[0.00059241673,0.00030308517,0.49459615,0.0005490865,0.00010569601,0.0057046567,0.25571004,0.0013050837,0.011561214,0.078158654,0.018253095,0.13316076],"study_design_scores_gemma":[0.000016384882,0.000119213175,0.6733684,0.000082019935,0.000041697534,0.00017802329,0.23712489,0.0011226995,0.0007638609,0.0034344548,0.08371799,0.000030323137],"about_ca_topic_score_codex":0.10321818,"about_ca_topic_score_gemma":0.32257605,"teacher_disagreement_score":0.10321818,"about_ca_system_score_codex":0.0026418336,"about_ca_system_score_gemma":0.0036018416,"threshold_uncertainty_score":0.20523483},"labels":[],"label_agreement":null},{"id":"W3200614653","doi":"10.1016/j.marpol.2021.104796","title":"Seafarers in fishing: A year into the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Sex work and related issues","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Global Affairs Canada; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Fishing; Port (circuit theory); Crew; Business; Pandemic; Coronavirus disease 2019 (COVID-19); Negotiation; Shore; Fishery; Geography; Political science; Engineering","score_opus":0.03980381376469207,"score_gpt":0.3731608393793818,"score_spread":0.3333570256146898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200614653","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":[0.94126046,0.0044728094,0.0001460828,0.04051657,0.0010294679,0.00002938416,0.00024369074,0.000011764638,0.0122896675],"genre_scores_gemma":[0.9817467,0.004318447,0.00014460536,0.0077905445,0.00054611557,0.000045697616,0.00017211531,0.0000196757,0.0052161203],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99877506,0.00032032502,0.0000556314,0.00008115569,0.00014154303,0.0006262456],"domain_scores_gemma":[0.99637765,0.0008782638,0.00062668347,0.00011056063,0.00034210045,0.0016647963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031173623,0.0002355141,0.0003672547,0.0009388734,0.008976113,0.005516147,0.0005945712,0.0024245335,0.0047187298],"category_scores_gemma":[0.0038382185,0.00028814262,0.0002817656,0.0015109516,0.0037201196,0.0047788154,0.004763139,0.0045780777,0.00032944875],"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":[0.00028752742,0.00020808514,0.20094876,0.00027499662,0.000027952636,0.0035589908,0.70249486,0.000050297574,0.00066483434,0.009968689,0.030355977,0.051159076],"study_design_scores_gemma":[0.0000067490228,0.00012843225,0.10319835,0.0003043587,0.000007917081,0.0003347874,0.8348302,0.000026062182,0.00006909502,0.00062396,0.060440592,0.000029385807],"about_ca_topic_score_codex":0.04391676,"about_ca_topic_score_gemma":0.12129089,"teacher_disagreement_score":0.04391676,"about_ca_system_score_codex":0.0029639334,"about_ca_system_score_gemma":0.0040287664,"threshold_uncertainty_score":0.087322295},"labels":[],"label_agreement":null},{"id":"W3203751377","doi":"10.1016/j.marpol.2021.104775","title":"The race for jellyfish: Winners and losers in Mexico’s Gulf of California","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Sustainability; Incentive; Jellyfish; Overexploitation; Business; Fishery; Enforcement; Order (exchange); Resource (disambiguation); Fisheries management; Natural resource economics; Economics; Fishing; Political science; Finance; Ecology; Market economy; Biology","score_opus":0.00924695620904008,"score_gpt":0.22715844536368368,"score_spread":0.2179114891546436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203751377","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":[0.98017544,0.00048678828,0.000030332343,0.011237362,0.000059778788,0.0000060464436,0.00019162387,0.000004597883,0.0078079375],"genre_scores_gemma":[0.9906499,0.00047893386,0.00008548,0.00086060807,0.000027073092,0.00000953405,0.00016956724,0.0000044488156,0.007714518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996203,0.0000368934,0.00001897806,0.00005622863,0.000073998955,0.0001936316],"domain_scores_gemma":[0.99884015,0.00011175632,0.00025860046,0.000031475363,0.00027128766,0.0004867305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074383576,0.00010360841,0.00019205271,0.0007047783,0.003753434,0.0020700435,0.0006299543,0.0012200355,0.004387149],"category_scores_gemma":[0.0018521204,0.00011247409,0.00013073027,0.0006144828,0.0013547281,0.0013449314,0.0020787101,0.0012067413,0.0001688159],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008337451,0.000255137,0.86942565,0.00017074421,0.000059844446,0.0009976533,0.016445536,0.00058567995,0.0013660339,0.010547067,0.04415304,0.05515995],"study_design_scores_gemma":[0.00003417519,0.0000882817,0.84746885,0.00013642246,0.00003271754,0.00009796349,0.10227938,0.0004787826,0.00022800447,0.00082226994,0.04830651,0.000026666634],"about_ca_topic_score_codex":0.57274824,"about_ca_topic_score_gemma":0.78290737,"teacher_disagreement_score":0.57274824,"about_ca_system_score_codex":0.0065775095,"about_ca_system_score_gemma":0.006075112,"threshold_uncertainty_score":0.8595359},"labels":[],"label_agreement":null},{"id":"W3205404548","doi":"10.1016/j.marpol.2021.104824","title":"Stability and influencing factors when designing incentive-compatible payments for watershed services: Insights from the Xin’an River Basin, China","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Water resources management and optimization","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"Humanities and Social Science Fund of Ministry of Education of China; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Incentive; Watershed; Payment; Corporate governance; Incentive program; Environmental resource management; Business; Watershed management; Ecology; Environmental economics; Computer science; Economics; Finance; Microeconomics; Biology","score_opus":0.01398958247966877,"score_gpt":0.20621060841982658,"score_spread":0.1922210259401578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205404548","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":[0.9837833,0.00017690996,0.0059003574,0.001621453,0.000011224088,0.00007421354,0.00012083555,0.000020163743,0.008291528],"genre_scores_gemma":[0.99890065,0.00006716131,0.00052232505,0.000022217515,0.0000044133067,0.000008331855,0.000020089969,0.000002650115,0.0004521731],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9991186,0.00031521684,0.000056330966,0.00010103906,0.00011055204,0.00029823842],"domain_scores_gemma":[0.9974056,0.0014095388,0.0004250879,0.00006336497,0.00040064857,0.00029578453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024636842,0.0003238447,0.00073094136,0.0009771842,0.0011563115,0.0028885948,0.0009825882,0.0011739911,0.0028342418],"category_scores_gemma":[0.0072107576,0.0003369496,0.00046275443,0.0012093472,0.0015423424,0.0018775512,0.0011319552,0.0009214108,0.00008665725],"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":[0.00046868544,0.0005450791,0.16196467,0.00030990626,0.00035069155,0.0021139625,0.0018283955,0.47615364,0.0067034527,0.302011,0.0037859431,0.04376455],"study_design_scores_gemma":[0.00015465135,0.00023324505,0.11765614,0.000085806714,0.0002551256,0.00013921801,0.0053493045,0.6807845,0.0015107787,0.18856797,0.005177053,0.00008613566],"about_ca_topic_score_codex":0.070461124,"about_ca_topic_score_gemma":0.10101033,"teacher_disagreement_score":0.070461124,"about_ca_system_score_codex":0.0060085948,"about_ca_system_score_gemma":0.007747083,"threshold_uncertainty_score":0.14010197},"labels":[],"label_agreement":null},{"id":"W3208211986","doi":"10.1016/j.marpol.2021.104839","title":"A method for evaluating operational implications of regulatory constraints on Arctic shipping","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Memorial University of Newfoundland","funders":"Lloyd's Register Foundation","keywords":"Arctic; Flexibility (engineering); Operations research; Computer science; Fuel efficiency; Constraint (computer-aided design); The arctic; Maritime safety; Time constraint; Maritime industry; Search and rescue; Risk analysis (engineering); Business; Engineering; Economics; Oceanography","score_opus":0.04148222405150615,"score_gpt":0.34026657048638415,"score_spread":0.298784346434878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208211986","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010970799,0.00009373111,0.9867677,0.000057220284,0.000014797228,0.00022036173,0.0002045137,0.00019072609,0.001480114],"genre_scores_gemma":[0.12154951,0.00015565772,0.87662345,0.000040634757,0.000015567011,0.00062433415,0.00035715764,0.0000727235,0.000560911],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9954125,0.0025264495,0.0002497307,0.00058323075,0.0010531346,0.00017486933],"domain_scores_gemma":[0.9876236,0.00872625,0.0011717859,0.00079699943,0.0015594478,0.00012182385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005568372,0.0018816871,0.001223207,0.003565471,0.0007532405,0.002188239,0.00118225,0.0012770096,0.002942673],"category_scores_gemma":[0.022949928,0.00056401745,0.0016945371,0.0024713615,0.0011864642,0.0017595993,0.0018201526,0.0012823488,0.00021964782],"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":[0.000066454486,0.000077234836,0.0046199104,0.0003396525,0.00021669683,0.0001767537,0.00026259606,0.81259316,0.0023773394,0.027439276,0.0009783183,0.15085259],"study_design_scores_gemma":[0.00003544598,0.00024899095,0.0022871061,0.00013176388,0.00011231809,0.00013886535,0.00024083092,0.94926894,0.0022665719,0.041143913,0.0040616626,0.0000635253],"about_ca_topic_score_codex":0.0099282125,"about_ca_topic_score_gemma":0.009378899,"teacher_disagreement_score":0.0099282125,"about_ca_system_score_codex":0.0017074374,"about_ca_system_score_gemma":0.0033340175,"threshold_uncertainty_score":0.029448688},"labels":[],"label_agreement":null},{"id":"W3211713012","doi":"10.1016/j.marpol.2021.104833","title":"A flexible risk assessment framework for marine plastic pollution that synthesizes waste management and ecological impact data","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"","keywords":"Plastic pollution; Consumption (sociology); Risk management; Environmental resource management; Risk assessment; Environmental science; Material flow analysis; Plastic waste; Business; Environmental planning; Environmental economics; Risk analysis (engineering); Pollution; Computer science; Waste management; Engineering; Ecology; Economics","score_opus":0.026281424411206365,"score_gpt":0.3042612858334781,"score_spread":0.27797986142227177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211713012","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053877286,0.0001459812,0.978386,0.0016408905,0.000051730967,0.00029279708,0.00065905834,0.0009456416,0.012490138],"genre_scores_gemma":[0.19843268,0.00035318724,0.79337317,0.00050722854,0.000114603405,0.0005204891,0.0011303205,0.00023553405,0.0053327773],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99422246,0.001523863,0.0005501018,0.00070566067,0.002509761,0.00048810602],"domain_scores_gemma":[0.9934795,0.0025117893,0.0006900626,0.0009490117,0.0018821559,0.00048746783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012213729,0.00166302,0.0015612898,0.0053013065,0.0017314397,0.008602151,0.004737268,0.0030511809,0.005913263],"category_scores_gemma":[0.011971364,0.0011741644,0.0029684023,0.0033467202,0.0022109256,0.00635237,0.0055810553,0.0032819877,0.001276612],"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":[0.000029307375,0.00016546395,0.0015736015,0.00014883542,0.00021170528,0.00036836817,0.00021982336,0.5767623,0.001449559,0.3662549,0.006303047,0.046513088],"study_design_scores_gemma":[0.000025488107,0.00005548415,0.000631106,0.00014205038,0.0001131596,0.00014620846,0.000186897,0.62338036,0.001014492,0.3521234,0.022094328,0.000087082284],"about_ca_topic_score_codex":0.02665619,"about_ca_topic_score_gemma":0.03589626,"teacher_disagreement_score":0.02665619,"about_ca_system_score_codex":0.0038672339,"about_ca_system_score_gemma":0.01014822,"threshold_uncertainty_score":0.06459314},"labels":[],"label_agreement":null},{"id":"W3213296729","doi":"10.1016/j.marpol.2021.104847","title":"Survival of the Richest, not the Fittest: How attempts to improve governance impact African small-scale marine fisheries","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Entrust (Canada)","funders":"Ocean Nexus Center, EarthLab, University of Washington; EarthLab, University of Washington; Consortium of International Agricultural Research Centers; Western Indian Ocean Marine Science Association; University of St Andrews; Paul M. Angell Family Foundation; University of Washington; World Wildlife Fund","keywords":"Corporate governance; Fishing; Sustainability; Fishery; Fisheries law; Business; Fisheries management; Food security; Government (linguistics); Survival of the fittest; Geography; Ecology; Finance; Biology","score_opus":0.023064896778440085,"score_gpt":0.21444118097694517,"score_spread":0.19137628419850508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213296729","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":[0.7143605,0.013210934,0.0065437774,0.12113766,0.00045682382,0.00018594753,0.00008748703,0.000028589036,0.1439883],"genre_scores_gemma":[0.990377,0.003890949,0.001083523,0.0021686358,0.000023549233,0.000039193754,0.000012767685,0.000011182893,0.002393263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.995828,0.0027743941,0.000088029374,0.00017325013,0.00025337536,0.00088301086],"domain_scores_gemma":[0.9953644,0.002586895,0.0006485467,0.0002089544,0.00042305703,0.0007680851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069902977,0.000270967,0.000230634,0.0011879768,0.008405363,0.0078101964,0.0010823539,0.0016564258,0.005229655],"category_scores_gemma":[0.012949244,0.00020796598,0.00023849601,0.0017365995,0.01252569,0.0095601035,0.008609843,0.0022400504,0.00027753043],"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":[0.000054804616,0.00012241674,0.032759026,0.00093401683,0.00004636491,0.0025690168,0.33717853,0.0009941914,0.00096239196,0.4874234,0.013829193,0.12312676],"study_design_scores_gemma":[0.0000152165585,0.000110943736,0.034372997,0.0038422614,0.000063977895,0.0005526865,0.5933727,0.0011554386,0.00080715143,0.13493255,0.2307172,0.000056965775],"about_ca_topic_score_codex":0.017000189,"about_ca_topic_score_gemma":0.030577462,"teacher_disagreement_score":0.017000189,"about_ca_system_score_codex":0.0067386064,"about_ca_system_score_gemma":0.011045454,"threshold_uncertainty_score":0.0488922},"labels":[],"label_agreement":null},{"id":"W4210628646","doi":"10.1016/j.marpol.2022.104959","title":"Blue Justice and the co-production of hermeneutical resources for small-scale fisheries","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Injustice; Livelihood; Economic Justice; Scale (ratio); Environmental ethics; Sociology; Fishing; Fishery; Political science; Public relations; Law; Geography","score_opus":0.012235693407088475,"score_gpt":0.23192777786572055,"score_spread":0.2196920844586321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210628646","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":[0.4457162,0.004397508,0.06565991,0.0853499,0.0011981818,0.00020265872,0.000068287525,0.00006798012,0.3973394],"genre_scores_gemma":[0.98778176,0.0003177021,0.0029995872,0.003369702,0.00006971991,0.00006973055,0.00001015946,0.000026564694,0.0053550126],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95742834,0.03217496,0.001112271,0.0019490607,0.0054650926,0.0018703381],"domain_scores_gemma":[0.92147887,0.060019847,0.006009865,0.0071191755,0.003780259,0.0015921155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.031289097,0.0004188552,0.00044650302,0.0017308812,0.014589535,0.009151186,0.001557344,0.004259187,0.0038696374],"category_scores_gemma":[0.073215,0.00036537624,0.00034380652,0.0013204028,0.06393666,0.012489465,0.01529162,0.0074035674,0.00037419368],"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":[0.000031264957,0.000031901036,0.0022205343,0.00017462006,0.000009496288,0.00072446064,0.52462626,0.0001452684,0.0010741224,0.45097068,0.002763411,0.017227916],"study_design_scores_gemma":[0.0000145804415,0.000042436586,0.004174318,0.0010370885,0.000021856631,0.00073739793,0.4975076,0.00074407994,0.0018877719,0.33678067,0.15698256,0.000069595226],"about_ca_topic_score_codex":0.00504977,"about_ca_topic_score_gemma":0.008406143,"teacher_disagreement_score":0.98541045,"about_ca_system_score_codex":0.005247168,"about_ca_system_score_gemma":0.00688923,"threshold_uncertainty_score":0.16547453},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4214941914","doi":"10.1016/j.marpol.2022.105006","title":"Assessment of scientific gaps related to the effective environmental management of deep-seabed mining","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":190,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Oceanic and Atmospheric Administration; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Sight Research UK; Bundesministerium für Bildung und Forschung; Natural Environment Research Council; Gordon and Betty Moore Foundation; Pew Charitable Trusts","keywords":"Harm; Obligation; United Nations Convention on the Law of the Sea; Environmental resource management; Seabed; Environmental planning; Business; Task (project management); Deep sea; Convention; Computer science; Environmental science; Political science; Oceanography; Law; Engineering; Geology","score_opus":0.003976511336084936,"score_gpt":0.21964047504596101,"score_spread":0.2156639637098761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214941914","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028687596,0.5454121,0.03845776,0.34830275,0.005726241,0.0007787104,0.0027628462,0.00019591316,0.0296761],"genre_scores_gemma":[0.43126827,0.41341075,0.10003261,0.04305103,0.004136512,0.0020589584,0.0038995624,0.0001791303,0.0019630946],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9389548,0.030414611,0.01211305,0.003723965,0.011928308,0.00286527],"domain_scores_gemma":[0.46354917,0.43905312,0.022695748,0.0122720245,0.055943567,0.0064864065],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.16561614,0.0014753141,0.0035685485,0.017433908,0.004350956,0.013957266,0.0051811477,0.009321437,0.008641695],"category_scores_gemma":[0.24973777,0.00095260236,0.0019313094,0.013827164,0.012615287,0.028119724,0.012785522,0.0073694456,0.0013184092],"study_design_candidate":"systematic_review","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":[0.0006282878,0.00040082997,0.011030859,0.104648896,0.0009427656,0.0011754984,0.024915975,0.0059402157,0.001859333,0.20639718,0.031059999,0.61100024],"study_design_scores_gemma":[0.0000679383,0.00036800408,0.013194309,0.14096108,0.0010598372,0.00066188734,0.049028367,0.00251794,0.0018287404,0.47811332,0.31197163,0.00022694626],"about_ca_topic_score_codex":0.008151891,"about_ca_topic_score_gemma":0.010113914,"teacher_disagreement_score":0.83438385,"about_ca_system_score_codex":0.010320347,"about_ca_system_score_gemma":0.09439455,"threshold_uncertainty_score":0.8758723},"labels":[],"label_agreement":null},{"id":"W4220953113","doi":"10.1016/j.marpol.2022.105042","title":"Balancing public acceptability and consensus regarding marine protected areas management using the Potential for Conflict Index2","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Ocean Frontier Institute; National Geographic Society","keywords":"Fishing; Marine protected area; Closing (real estate); Scale (ratio); Environmental resource management; Fishery; Biodiversity; Business; Environmental planning; Geography; Environmental science; Ecology; Biology","score_opus":0.0214675930773966,"score_gpt":0.25251316918384387,"score_spread":0.23104557610644727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220953113","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":[0.66439444,0.0025073097,0.017566163,0.17704299,0.00094102375,0.00052581483,0.0008639813,0.00009401477,0.13606423],"genre_scores_gemma":[0.992523,0.00027281197,0.0024004637,0.0035585444,0.00024597667,0.00021407417,0.00010063814,0.00001833547,0.00066607445],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.8587819,0.0863038,0.0070030587,0.0045583835,0.037501946,0.0058509507],"domain_scores_gemma":[0.55354863,0.3687557,0.023990212,0.011251207,0.037053607,0.0054005925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.18801114,0.00047678917,0.0008687799,0.007137198,0.003370948,0.011504986,0.0035521006,0.0049722614,0.0046610744],"category_scores_gemma":[0.31045762,0.0006297856,0.0011691821,0.0058525484,0.008518521,0.004926125,0.008056338,0.0076669115,0.00049692637],"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":[0.0028414687,0.0012097728,0.3430863,0.0012182384,0.0011363399,0.0006738763,0.053797696,0.0075259227,0.0023532857,0.19926207,0.03392687,0.3529682],"study_design_scores_gemma":[0.0008140524,0.0019033131,0.43023723,0.0045313076,0.0013735084,0.0006542636,0.13471618,0.03823351,0.006605217,0.2719553,0.108316325,0.00065977307],"about_ca_topic_score_codex":0.013379858,"about_ca_topic_score_gemma":0.014714657,"teacher_disagreement_score":0.18801114,"about_ca_system_score_codex":0.009756694,"about_ca_system_score_gemma":0.008973285,"threshold_uncertainty_score":0.99430984},"labels":[],"label_agreement":null},{"id":"W4225724453","doi":"10.1016/j.marpol.2022.105054","title":"A framework for mapping and monitoring human-ocean interactions in near real-time during COVID-19 and beyond","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Geography; Oceanography; Environmental resource management; Data science; Computer science; Environmental science; Virology; Geology; Biology; Medicine; Outbreak","score_opus":0.021248965275529552,"score_gpt":0.30537192210327135,"score_spread":0.2841229568277418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225724453","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":[0.1377215,0.001301953,0.76174116,0.011353946,0.00023828176,0.0016960019,0.009113187,0.0020274802,0.074806504],"genre_scores_gemma":[0.63909507,0.00044603235,0.35274774,0.00027992387,0.000035470617,0.0007656749,0.002994267,0.000071264985,0.0035645277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969825,0.0013554556,0.0002873014,0.000616512,0.00038681505,0.00037135446],"domain_scores_gemma":[0.99636036,0.0010061848,0.00067066296,0.00045690034,0.00096456456,0.00054139475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049554147,0.000656609,0.00049497344,0.004379483,0.0022756702,0.0076150745,0.0021946921,0.0018397062,0.0027905975],"category_scores_gemma":[0.00861813,0.0004120134,0.00072761864,0.0038373766,0.0018988486,0.0043428456,0.004667005,0.0011598555,0.0005702594],"study_design_candidate":"simulation_or_modeling","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":[0.00026082792,0.00085868046,0.16332467,0.00059194874,0.00036846322,0.000798074,0.012054657,0.21326171,0.006060978,0.3303093,0.027545875,0.2445649],"study_design_scores_gemma":[0.00007087666,0.00031320512,0.11316914,0.00096315943,0.00015898488,0.0003010525,0.04797624,0.5027798,0.0025072843,0.21419638,0.11727679,0.00028713234],"about_ca_topic_score_codex":0.1834142,"about_ca_topic_score_gemma":0.20844504,"teacher_disagreement_score":0.1834142,"about_ca_system_score_codex":0.0043117246,"about_ca_system_score_gemma":0.010438656,"threshold_uncertainty_score":0.36469328},"labels":[],"label_agreement":null},{"id":"W4234323659","doi":"10.1016/j.marpol.2019.02.011","title":"Estimates of illegal and unreported seafood imports to Japan","year":2019,"lang":"en","type":"article","venue":"Marine Policy","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"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 British Columbia","funders":"Walton Family Foundation","keywords":"Business; Traceability; Product (mathematics); Supply chain; International trade; Fishery; Commerce; Marketing; Engineering","score_opus":0.009033365036862058,"score_gpt":0.2796595018096831,"score_spread":0.270626136772821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234323659","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":[0.9857773,0.0010836379,0.0016270591,0.00022394872,0.000029662031,0.000011674368,0.0016997352,0.00003847528,0.009508558],"genre_scores_gemma":[0.99048424,0.0009905898,0.0014699945,0.00008144206,0.00002714265,0.000025728505,0.0022434618,0.000016403736,0.0046610194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991985,0.00011788353,0.00013811691,0.00013328102,0.0003198151,0.00009241214],"domain_scores_gemma":[0.99678266,0.00044859896,0.001328473,0.00021910078,0.0010529682,0.00016825717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008249792,0.00041033168,0.00018749094,0.0025417276,0.0007205465,0.0010722118,0.0004015643,0.0003761795,0.0016690571],"category_scores_gemma":[0.0022970198,0.00033995454,0.0006437135,0.00171797,0.0007242247,0.0009081647,0.0009825293,0.0004906852,0.0002763004],"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":[0.00037161843,0.00007291526,0.953701,0.00029786545,0.0003018676,0.00064125337,0.0018882566,0.0017609436,0.004730484,0.0034625535,0.0024796922,0.030291626],"study_design_scores_gemma":[0.000008746584,0.00008040824,0.9766986,0.000068983994,0.00018644572,0.00036118494,0.0017137676,0.0035234822,0.00301812,0.0004836336,0.013827669,0.000029076922],"about_ca_topic_score_codex":0.033893693,"about_ca_topic_score_gemma":0.036550883,"teacher_disagreement_score":0.033893693,"about_ca_system_score_codex":0.0018684247,"about_ca_system_score_gemma":0.0011731415,"threshold_uncertainty_score":0.067392826},"labels":[],"label_agreement":null},{"id":"W4280652985","doi":"10.1016/j.marpol.2022.105104","title":"COVID-19 and small-scale fisheries in Africa: Impacts on livelihoods and the fish value chain in Cameroon and Liberia","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":33,"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 Guelph","funders":"","keywords":"Livelihood; Vulnerability (computing); Fishing; Scale (ratio); Fishery; Business; Fisheries law; Fisheries management; Value (mathematics); Sustainability; Supply chain; Adaptive capacity; Resource (disambiguation); Natural resource economics; Psychological resilience; Fish stock; Pandemic; Environmental resource management; Geography; Coronavirus disease 2019 (COVID-19); Climate change; Economics; Ecology; Marketing; Agriculture; Biology","score_opus":0.02525062971447897,"score_gpt":0.28036862499764653,"score_spread":0.2551179952831676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280652985","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":[0.8839415,0.0113601405,0.0008044705,0.04603405,0.00035795273,0.00024285458,0.004217171,0.00003944884,0.05300253],"genre_scores_gemma":[0.98555887,0.0040614945,0.00077194045,0.0021936998,0.000048792463,0.00015039071,0.00047214306,0.000009335011,0.006733305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998097,0.00053195417,0.000064137865,0.00006766289,0.0001513928,0.0010879044],"domain_scores_gemma":[0.9978935,0.00051489566,0.00048570702,0.000045299104,0.0002685805,0.0007920488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021832252,0.0005540417,0.00019902499,0.0010367882,0.0011936903,0.0026895965,0.00068694644,0.001283487,0.008047697],"category_scores_gemma":[0.0028076728,0.00022558987,0.00027235318,0.0014545164,0.0013157486,0.0013249979,0.0032843049,0.0013107543,0.00020189887],"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":[0.001813381,0.0008790393,0.60299426,0.0017366247,0.00020828938,0.005121432,0.0061835228,0.009140532,0.0068654716,0.18181978,0.046412326,0.13682538],"study_design_scores_gemma":[0.00033770333,0.0007680406,0.8397837,0.0017551711,0.00017849638,0.0008267241,0.0149188815,0.0062463717,0.0036876148,0.00765416,0.123753116,0.00008994813],"about_ca_topic_score_codex":0.1810997,"about_ca_topic_score_gemma":0.23392075,"teacher_disagreement_score":0.1810997,"about_ca_system_score_codex":0.008519028,"about_ca_system_score_gemma":0.009508675,"threshold_uncertainty_score":0.3600912},"labels":[],"label_agreement":null},{"id":"W4281612023","doi":"10.1016/j.marpol.2022.105120","title":"Managing weather &amp; fishing safety: Marine meteorology and fishing decision-making from a governance and safety perspective","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fishing; Context (archaeology); Business; Corporate governance; Environmental resource management; Commercial fishing; Environmental planning; Geography; Fishery; Environmental science; Finance","score_opus":0.006285202846530127,"score_gpt":0.2358237345288955,"score_spread":0.22953853168236538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281612023","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":[0.2878218,0.009972299,0.04079472,0.42925555,0.0016851731,0.00012107805,0.00046863538,0.00006092786,0.22981977],"genre_scores_gemma":[0.9900171,0.0021456794,0.0016407999,0.001959601,0.00046638577,0.000018582823,0.000038919727,0.000007934147,0.0037048445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99871206,0.00065792707,0.00005004541,0.000100675796,0.00016288612,0.00031652997],"domain_scores_gemma":[0.994453,0.0025365462,0.0012483712,0.0001013015,0.000514903,0.0011459019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002870832,0.00032022226,0.00033652375,0.00096076104,0.0014600209,0.009146166,0.0006823705,0.003146531,0.0062332903],"category_scores_gemma":[0.006034183,0.00034134532,0.00027741323,0.001235532,0.003979126,0.005071084,0.0016479125,0.002633086,0.00023738595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012014427,0.0006175804,0.07741936,0.00027945716,0.00026315037,0.0008529777,0.0029657558,0.056582596,0.0009755358,0.76208884,0.025253728,0.07258091],"study_design_scores_gemma":[0.000059900576,0.00025066824,0.070669085,0.0007173171,0.00013511928,0.00017384539,0.022030925,0.057535905,0.00094903825,0.7676871,0.07967423,0.000116873336],"about_ca_topic_score_codex":0.022941824,"about_ca_topic_score_gemma":0.033328798,"teacher_disagreement_score":0.022941824,"about_ca_system_score_codex":0.0039575174,"about_ca_system_score_gemma":0.008313089,"threshold_uncertainty_score":0.045616567},"labels":[],"label_agreement":null},{"id":"W4281869916","doi":"10.1016/j.marpol.2022.105159","title":"“Every fish in the sea is meat and so are guitarfishes”: Socio-economic drivers of a guitarfish fishery in Ghana","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Fishery; Fishing; Geography; Biology","score_opus":0.008414909131978435,"score_gpt":0.2215575255984761,"score_spread":0.21314261646649768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281869916","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":[0.9858906,0.0002395523,0.00001615416,0.012461767,0.000010085431,0.000004959276,0.00006574108,5.9959507e-7,0.0013104826],"genre_scores_gemma":[0.99871755,0.00024098728,0.000016659453,0.0004984891,0.000006519371,0.0000035330324,0.000018950292,7.6638963e-7,0.0004965559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99965596,0.00009438339,0.00001227673,0.000017709268,0.000022052536,0.00019761178],"domain_scores_gemma":[0.9989097,0.0001912218,0.00046552703,0.000010016755,0.00006955433,0.0003539784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041415973,0.00009349031,0.0001308943,0.00027887704,0.0014841061,0.0010059739,0.00040244762,0.00097455253,0.004561294],"category_scores_gemma":[0.0012437423,0.00015702698,0.0001537992,0.0009835811,0.0013187546,0.001116245,0.0012917601,0.0013886145,0.00017311642],"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":[0.00026725934,0.00022007021,0.9057058,0.00014937946,0.000046760702,0.0041712807,0.050357357,0.00026482673,0.0010522046,0.018927032,0.006158652,0.0126794055],"study_design_scores_gemma":[0.000023398461,0.00006774884,0.80532056,0.00016340999,0.000025729722,0.00039363638,0.18269952,0.0004030565,0.00011267383,0.0017328154,0.009041703,0.000015800997],"about_ca_topic_score_codex":0.1984138,"about_ca_topic_score_gemma":0.33029455,"teacher_disagreement_score":0.1984138,"about_ca_system_score_codex":0.003535653,"about_ca_system_score_gemma":0.0029655176,"threshold_uncertainty_score":0.39451778},"labels":[],"label_agreement":null},{"id":"W4283524056","doi":"10.1016/j.marpol.2022.105179","title":"A framework for investigating commercial license and quota holdings in an era of fisheries consolidation, concentration and financialization","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"License; Business; Consolidation (business); Jurisdiction; Fishery; Economics; Finance","score_opus":0.026784002498908225,"score_gpt":0.25792592043723106,"score_spread":0.23114191793832284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283524056","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25944635,0.0065012663,0.4264111,0.027863424,0.0002554324,0.0007721567,0.0016430613,0.0001878879,0.2769194],"genre_scores_gemma":[0.9426828,0.0010306555,0.05075491,0.00052021194,0.00011553932,0.0005532248,0.00020622545,0.000028987071,0.004107523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99715495,0.0015208514,0.00016032103,0.0004188864,0.00033943844,0.00040548245],"domain_scores_gemma":[0.9951054,0.0025493552,0.0011869489,0.0003056619,0.0004055646,0.00044701374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047679716,0.0005996073,0.0007456818,0.007788566,0.0031891526,0.009008485,0.0023329263,0.0026196428,0.006839442],"category_scores_gemma":[0.010972724,0.00043080695,0.0011255768,0.0068569686,0.013937729,0.010569616,0.004701321,0.0021599415,0.00033460697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068583,0.000028985598,0.0064702053,0.000019487532,0.000011872454,0.00010751231,0.0014175185,0.0032946805,0.000101286496,0.9834342,0.00048617515,0.0046212897],"study_design_scores_gemma":[0.000023190247,0.000078557394,0.014061139,0.00022854496,0.000033528464,0.00021300295,0.011124172,0.0234282,0.00024927757,0.9201633,0.030334327,0.00006274117],"about_ca_topic_score_codex":0.032528374,"about_ca_topic_score_gemma":0.02291852,"teacher_disagreement_score":0.032528374,"about_ca_system_score_codex":0.0088280365,"about_ca_system_score_gemma":0.0055598393,"threshold_uncertainty_score":0.06467807},"labels":[],"label_agreement":null},{"id":"W4283771492","doi":"10.1016/j.marpol.2022.105188","title":"Island ecological restoration and management practices based on nature: Conference report","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":20,"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 Prince Edward Island","funders":"","keywords":"Government (linguistics); Face (sociological concept); Sustainable development; Political science; Natural resource; China; Climate change; Environmental planning; Christian ministry; Environmental resource management; Natural (archaeology); Geography; Ecology; Sociology","score_opus":0.0286173067910225,"score_gpt":0.34493997943933297,"score_spread":0.3163226726483105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283771492","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":[0.21434745,0.050999776,0.008236861,0.0816091,0.016242119,0.0039012453,0.07983108,0.00081046566,0.5440219],"genre_scores_gemma":[0.45200476,0.04804687,0.014048535,0.0038271577,0.0037925106,0.0030171832,0.06802817,0.00042070277,0.40681413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846965,0.00022240261,0.00008015547,0.00012452809,0.0007203855,0.00038293464],"domain_scores_gemma":[0.9955218,0.0007471077,0.0003606978,0.00015748804,0.002238998,0.00097394537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00533217,0.00059893617,0.00024233102,0.0019067026,0.0011547738,0.0022725544,0.00094812794,0.0021825836,0.0168696],"category_scores_gemma":[0.003024385,0.00030514697,0.000508002,0.0038016166,0.00044982714,0.0014551642,0.0014743191,0.0017703631,0.0020660304],"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":[0.0008179628,0.00092152646,0.026814682,0.001798581,0.00010960458,0.00028841183,0.0012450007,0.0034723347,0.002340508,0.004524565,0.8173525,0.14031431],"study_design_scores_gemma":[0.000090577996,0.00031163477,0.18310522,0.00071290275,0.000105308565,0.00018858517,0.005052021,0.0013612893,0.0063087116,0.0007855205,0.8019221,0.000056256395],"about_ca_topic_score_codex":0.083911814,"about_ca_topic_score_gemma":0.10844136,"teacher_disagreement_score":0.083911814,"about_ca_system_score_codex":0.002889158,"about_ca_system_score_gemma":0.012926318,"threshold_uncertainty_score":0.16684675},"labels":[],"label_agreement":null},{"id":"W4296299184","doi":"10.1016/j.marpol.2022.105281","title":"Fishing safely during COVID-19 in Newfoundland and Labrador, Canada: Making it happen","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fishing; Livelihood; Scale (ratio); Pandemic; Fishery; Business; Vulnerability (computing); Coronavirus disease 2019 (COVID-19); Work (physics); Geography; Environmental resource management; Engineering; Economics; Medicine","score_opus":0.02095542056232993,"score_gpt":0.3113374699158315,"score_spread":0.2903820493535016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296299184","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":[0.9791229,0.00091746764,0.00023567249,0.008420449,0.000060594026,0.00010410855,0.0008889048,0.000027221842,0.010222581],"genre_scores_gemma":[0.9904897,0.0012636988,0.00044546553,0.0017532919,0.00001382449,0.000053087002,0.000519732,0.000015496329,0.0054457295],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99819285,0.00015266471,0.000050995335,0.00017629493,0.0002815576,0.0011456232],"domain_scores_gemma":[0.9964133,0.00026105042,0.00046823113,0.00007422063,0.00085874065,0.001924397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012104224,0.00027364862,0.00022889285,0.0009630875,0.010151828,0.0030541571,0.0015891948,0.0006190414,0.0024059217],"category_scores_gemma":[0.0028447206,0.00038693444,0.00031363856,0.0016037577,0.0039057955,0.0012684085,0.0030843224,0.0017334049,0.00022882367],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019396136,0.00019101017,0.8191964,0.0003535856,0.000092097674,0.0023257623,0.09367653,0.000547073,0.0015514682,0.0019130352,0.024181599,0.05577748],"study_design_scores_gemma":[0.000007761938,0.000052240037,0.75140774,0.0002258114,0.00002099396,0.00012356121,0.23100033,0.00023385516,0.00019008681,0.0001427457,0.016545631,0.00004915924],"about_ca_topic_score_codex":0.9977295,"about_ca_topic_score_gemma":0.99942267,"teacher_disagreement_score":0.099671036,"about_ca_system_score_codex":0.099671036,"about_ca_system_score_gemma":0.13994391,"threshold_uncertainty_score":0.72316736},"labels":[],"label_agreement":null},{"id":"W4309076409","doi":"10.1016/j.marpol.2022.105261","title":"Maritime search and rescue in canada and the use of emergency radio beacons","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Beacon; Telecommunications; Flexibility (engineering); Resilience (materials science); Computer security; Search and rescue; Business; Computer science","score_opus":0.01795378352293886,"score_gpt":0.22725347998671086,"score_spread":0.209299696463772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309076409","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":[0.8166726,0.008896597,0.0008931081,0.059726562,0.00032640446,0.0000748104,0.0034911814,0.00006648073,0.10985218],"genre_scores_gemma":[0.9690601,0.004424838,0.0003615693,0.00217826,0.000050488074,0.000014579749,0.0004263142,0.000023725876,0.023460083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976325,0.00022576915,0.000084882035,0.00012693486,0.0008823731,0.0010474903],"domain_scores_gemma":[0.98884296,0.0022535734,0.0012845417,0.00015275354,0.0052815992,0.0021846206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015722795,0.00018590411,0.00025508885,0.0017927155,0.0037819955,0.0043215496,0.0013917403,0.0016385745,0.006856212],"category_scores_gemma":[0.010447906,0.00027861207,0.00038809478,0.0037660776,0.0028017543,0.0010542525,0.0010658432,0.0025949602,0.00031549495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009852248,0.0004920375,0.59500027,0.00054989354,0.00016309497,0.0011078449,0.016078979,0.012105617,0.0017599699,0.13536951,0.07007315,0.1663144],"study_design_scores_gemma":[0.00010169028,0.00017222825,0.81451607,0.00047424284,0.00010352678,0.00023875931,0.032951497,0.005660481,0.00064004044,0.0028791425,0.1421322,0.00013016646],"about_ca_topic_score_codex":0.9981212,"about_ca_topic_score_gemma":0.9991794,"teacher_disagreement_score":0.08643358,"about_ca_system_score_codex":0.08643358,"about_ca_system_score_gemma":0.13735893,"threshold_uncertainty_score":0.62712246},"labels":[],"label_agreement":null},{"id":"W4309196188","doi":"10.1016/j.marpol.2022.105384","title":"Enabling Indigenous innovations to re-centre social licence to operate in the Blue Economy","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Mining and Resource Management","field":"Engineering","cited_by":27,"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 Victoria","funders":"","keywords":"Indigenous; Negotiation; Corporate governance; Context (archaeology); General partnership; Economy; Business; Political science; Economics; Geography; Law","score_opus":0.013880618226580863,"score_gpt":0.23827434982439757,"score_spread":0.22439373159781673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309196188","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":[0.35676846,0.012377042,0.06757333,0.044140816,0.0008641584,0.0004341546,0.000041262876,0.00028717713,0.5175135],"genre_scores_gemma":[0.95629865,0.0052230777,0.014066199,0.0020611575,0.00009637712,0.00013429613,0.00001905442,0.000048227248,0.02205304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99487126,0.0027637167,0.00014669627,0.00040894293,0.0008904293,0.00091898156],"domain_scores_gemma":[0.9955029,0.0022108373,0.00045905323,0.0006221447,0.0005941259,0.00061104127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009087631,0.00022489789,0.00026500988,0.00082714186,0.0036784215,0.0047010398,0.0013874315,0.0019610715,0.0045099235],"category_scores_gemma":[0.007434827,0.00018370153,0.0004069791,0.00060128694,0.015910653,0.0067087202,0.009641062,0.0021888795,0.00050850026],"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":[0.00004004977,0.00019731338,0.0037888268,0.0019102532,0.000038102946,0.0012664098,0.15782975,0.0015405454,0.0055605536,0.59947616,0.004000757,0.22435136],"study_design_scores_gemma":[0.000024709287,0.0002604926,0.008390577,0.0024330989,0.000054164077,0.00055823935,0.10374138,0.0013673005,0.0030169515,0.25236413,0.62772685,0.000062026855],"about_ca_topic_score_codex":0.005951309,"about_ca_topic_score_gemma":0.012945185,"teacher_disagreement_score":0.009087631,"about_ca_system_score_codex":0.0044768685,"about_ca_system_score_gemma":0.010963004,"threshold_uncertainty_score":0.048060596},"labels":[],"label_agreement":null},{"id":"W4310274400","doi":"10.1016/j.marpol.2022.105075","title":"The future of marine fisheries management and conservation in the United Kingdom: Lessons learnt from over 100 years of biased policy","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Fisheries Society of the British Isles","keywords":"Fishing; Maximum sustainable yield; Fisheries management; Fish stock; Fishery; Sustainable yield; Business; Stock (firearms); Overfishing; Population; Natural resource economics; Climate change; Stock assessment; Marine conservation; Sustainability; Environmental resource management; Economics; Geography; Ecology","score_opus":0.020887082761963122,"score_gpt":0.25356849413386723,"score_spread":0.2326814113719041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310274400","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":[0.009501508,0.346743,0.00071072293,0.6277606,0.0042005004,0.000017894567,0.0002594925,0.00004063921,0.010765645],"genre_scores_gemma":[0.25255173,0.5979634,0.0052410522,0.12712087,0.0030943037,0.00010309841,0.00061400316,0.00008020641,0.013231336],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9938106,0.0022814583,0.0009790409,0.000413152,0.0016446542,0.000871176],"domain_scores_gemma":[0.9850736,0.0059344005,0.0013997019,0.0005759134,0.0038493676,0.0031670572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011217571,0.0008247147,0.00088092766,0.0017978554,0.0022531943,0.009759288,0.0014286409,0.0066615567,0.005986161],"category_scores_gemma":[0.017675923,0.0004354143,0.000582529,0.002188993,0.005961614,0.008151629,0.005528864,0.0052407626,0.0010966063],"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":[0.00042690375,0.00017662205,0.007902252,0.0066180294,0.0001358916,0.0014003149,0.00650799,0.0036334516,0.001227683,0.10367472,0.2867231,0.58157307],"study_design_scores_gemma":[0.000080438454,0.0002490849,0.025369175,0.017338127,0.000080797494,0.00050184916,0.009191435,0.00097230123,0.0003261233,0.032213848,0.91348535,0.0001914852],"about_ca_topic_score_codex":0.15862192,"about_ca_topic_score_gemma":0.18955444,"teacher_disagreement_score":0.15862192,"about_ca_system_score_codex":0.019094322,"about_ca_system_score_gemma":0.030696098,"threshold_uncertainty_score":0.31539726},"labels":[],"label_agreement":null},{"id":"W4313398455","doi":"10.1016/j.marpol.2022.105462","title":"Will climate change degrade the efficacy of marine resource management policies?","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Climate change; Corporate governance; Environmental resource management; Resource (disambiguation); Business; Marine ecosystem; Marine conservation; Marine protected area; Environmental planning; Fisheries management; Natural resource economics; Ecosystem; Fishery; Economics; Ecology; Environmental science; Fishing; Computer science","score_opus":0.017355195624258378,"score_gpt":0.24202541207197248,"score_spread":0.2246702164477141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313398455","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":[0.473041,0.008560552,0.00239657,0.3106385,0.0018044953,0.00004797558,0.0013380029,0.00008706713,0.20208581],"genre_scores_gemma":[0.9852055,0.002369243,0.00030752114,0.009518629,0.0004026856,0.000010780126,0.0000821591,0.00001691113,0.0020865242],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99318236,0.003205333,0.0002796486,0.0003390215,0.0013067179,0.001686875],"domain_scores_gemma":[0.95224714,0.024896191,0.01062247,0.002522906,0.0074611646,0.0022502088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016261015,0.00025264325,0.00046935907,0.00087188015,0.0013939098,0.006675274,0.00080795307,0.0047326614,0.00878722],"category_scores_gemma":[0.059411142,0.00019765845,0.00065201696,0.0015039616,0.0026867534,0.0042129345,0.0012661194,0.0025442834,0.00065998815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00137291,0.00074046804,0.37108314,0.0007151879,0.0014663287,0.00054967485,0.0020963927,0.026869915,0.0023086076,0.40252644,0.048243273,0.14202768],"study_design_scores_gemma":[0.00013801146,0.00062739337,0.6073841,0.0009846966,0.0007448403,0.00029381606,0.01465877,0.01336083,0.0039841384,0.18998708,0.16767928,0.00015713318],"about_ca_topic_score_codex":0.027053379,"about_ca_topic_score_gemma":0.0313522,"teacher_disagreement_score":0.027053379,"about_ca_system_score_codex":0.004427806,"about_ca_system_score_gemma":0.007133695,"threshold_uncertainty_score":0.08599746},"labels":[],"label_agreement":null},{"id":"W4313577373","doi":"10.1016/j.marpol.2022.105466","title":"Oil spill response planning in Pacific Canada: A tool for identifying vulnerable marine biota","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","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":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Vulnerability (computing); Oil spill; Biota; Emergency response; Harm; Environmental resource management; Vulnerability assessment; Environmental science; Environmental planning; Fishery; Geography; Environmental protection; Ecology; Computer science; Biology; Computer security; Medical emergency","score_opus":0.035091347181560456,"score_gpt":0.30821096707539974,"score_spread":0.27311961989383926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313577373","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":[0.30296808,0.0017260294,0.23992237,0.008606821,0.0001875831,0.004336478,0.12987019,0.02729064,0.28509173],"genre_scores_gemma":[0.4270267,0.0014458082,0.516814,0.0003669787,0.000023331446,0.0011871516,0.025934696,0.000723718,0.026477657],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989066,0.00012599176,0.00009065184,0.00011842967,0.00056701945,0.00019132355],"domain_scores_gemma":[0.9952303,0.0007420873,0.0004461482,0.00016088622,0.0027609896,0.000659636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019945712,0.0010871969,0.0003847884,0.011831822,0.0036191638,0.0031255153,0.0013501638,0.00059938646,0.0122258905],"category_scores_gemma":[0.008783915,0.00046266709,0.00070551824,0.00840228,0.00074689393,0.0013120346,0.0029789035,0.00077709527,0.0012806333],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002951423,0.00028003348,0.20586744,0.001292758,0.00031441415,0.0010739845,0.011831994,0.04217298,0.003822559,0.022734636,0.18977997,0.5205341],"study_design_scores_gemma":[0.00014933757,0.00013075052,0.3145298,0.0013640312,0.00033338965,0.00051248533,0.027036354,0.16157049,0.0066825687,0.023692757,0.46344328,0.00055478764],"about_ca_topic_score_codex":0.93564045,"about_ca_topic_score_gemma":0.97448945,"teacher_disagreement_score":0.064359546,"about_ca_system_score_codex":0.01734222,"about_ca_system_score_gemma":0.052389808,"threshold_uncertainty_score":0.12947708},"labels":[],"label_agreement":null},{"id":"W4318023004","doi":"10.1016/j.marpol.2023.105511","title":"Exploring risk governance deficits of maritime Search and Rescue in Canada","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Risk governance; Corporate governance; Stakeholder; Context (archaeology); Risk management; Stakeholder engagement; Business; Environmental planning; Political science; Environmental resource management; Public relations; Geography; Economics","score_opus":0.07061036985368074,"score_gpt":0.3114569379578779,"score_spread":0.24084656810419713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318023004","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":[0.9773467,0.00038928023,0.00015224349,0.004111196,0.0000075954226,0.000015321128,0.00027829266,0.0000040121367,0.017695317],"genre_scores_gemma":[0.9982424,0.00017931145,0.000035424506,0.00008470759,0.0000022219683,0.000004395425,0.000058777503,0.000001999023,0.001390699],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979913,0.00025349145,0.00005384826,0.00015950332,0.00037711087,0.0011646905],"domain_scores_gemma":[0.99321645,0.0013593684,0.0010994315,0.00020782098,0.0023972264,0.0017196619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002006811,0.00022941767,0.0005638043,0.0022556796,0.006058111,0.0068896445,0.0014773273,0.0013126296,0.003095387],"category_scores_gemma":[0.00912684,0.00026818787,0.00032121997,0.0051161,0.004615792,0.0021375786,0.0031087894,0.0021705,0.00011922816],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039648093,0.00031332983,0.6553686,0.00011239273,0.00030933996,0.00044301272,0.025498904,0.030209577,0.000583682,0.25223655,0.008865698,0.025662474],"study_design_scores_gemma":[0.00004706613,0.00007264643,0.8305081,0.0001846404,0.00018467316,0.00004936992,0.113863885,0.014539953,0.0003566866,0.019899352,0.020215414,0.00007822105],"about_ca_topic_score_codex":0.994879,"about_ca_topic_score_gemma":0.99704176,"teacher_disagreement_score":0.1282006,"about_ca_system_score_codex":0.1282006,"about_ca_system_score_gemma":0.120135136,"threshold_uncertainty_score":0.9301649},"labels":[],"label_agreement":null},{"id":"W4318313451","doi":"10.1016/j.marpol.2023.105506","title":"Stakeholders’ participation at the IMO marine environmental protection committee","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Business; Accountability; Climate change; Diversity (politics); Politics; Environmental resource management; Political science; Economics","score_opus":0.03947424715187543,"score_gpt":0.25327878023109013,"score_spread":0.2138045330792147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318313451","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":[0.14653306,0.0018727853,0.006527898,0.38534743,0.009275788,0.004626316,0.0028713373,0.0002272226,0.4427182],"genre_scores_gemma":[0.61222965,0.0010774613,0.00602128,0.08368286,0.0029016256,0.0046307812,0.0017009175,0.00035550186,0.2874],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.97547805,0.007341074,0.00094730716,0.0011919211,0.0067031723,0.008338478],"domain_scores_gemma":[0.972454,0.009266162,0.001758412,0.0012575699,0.007124191,0.008139706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03665185,0.0006932876,0.0006027533,0.0014026453,0.011713002,0.007107511,0.0022263064,0.013146383,0.019108867],"category_scores_gemma":[0.03822463,0.0005881173,0.0010941076,0.0013602627,0.0017102706,0.0024631172,0.009038793,0.0093966955,0.00222985],"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":[0.0013538905,0.00095279666,0.022669941,0.0013379359,0.00019529425,0.006107126,0.06213751,0.002297413,0.03065578,0.094943,0.6909618,0.08638756],"study_design_scores_gemma":[0.00006223379,0.00008104734,0.017219802,0.0003580358,0.0000323573,0.0001349353,0.016115708,0.0005660297,0.0040208357,0.005395721,0.9559372,0.000076093675],"about_ca_topic_score_codex":0.014702405,"about_ca_topic_score_gemma":0.02851338,"teacher_disagreement_score":0.03665185,"about_ca_system_score_codex":0.0073980438,"about_ca_system_score_gemma":0.028052444,"threshold_uncertainty_score":0.19383585},"labels":[],"label_agreement":null},{"id":"W4319303220","doi":"10.1016/j.marpol.2023.105516","title":"Ecological carrying capacity in mariculture: Consideration and application in geographic strategies and policy","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Dalhousie University","funders":"National Oceanic and Atmospheric Administration","keywords":"Aquaculture; Mariculture; Business; Documentation; Environmental resource management; Environmental planning; Ecosystem-based management; Process (computing); Sustainability; Corporate governance; Jurisdiction; Carrying capacity; Fishery; Natural resource economics; Geography; Ecology; Fish <Actinopterygii>; Political science; Economics; Computer science; Biology","score_opus":0.015454714942935035,"score_gpt":0.24025675750145406,"score_spread":0.22480204255851902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319303220","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":[0.42104098,0.013676213,0.030399311,0.032037675,0.00020498155,0.00035591662,0.00075847266,0.00011496527,0.5014115],"genre_scores_gemma":[0.98297954,0.0046832035,0.008650433,0.00036603777,0.00006257136,0.0001453808,0.00011265766,0.000019294712,0.002980848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99568415,0.0022296787,0.00029523656,0.00019363065,0.0010254795,0.00057180395],"domain_scores_gemma":[0.97695583,0.016685639,0.0018923045,0.00086240005,0.0028041624,0.00079962774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010701534,0.00048961275,0.00034020597,0.0089516,0.0022404352,0.0074715195,0.0011878122,0.0011314868,0.005849866],"category_scores_gemma":[0.023817316,0.00034752037,0.00051488297,0.013690476,0.0067111035,0.009078382,0.004087309,0.0017924468,0.00017652485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049350772,0.00007079872,0.031857,0.0007975718,0.000037870934,0.00042767127,0.012177581,0.0191467,0.0006554131,0.8018922,0.0032481991,0.12963957],"study_design_scores_gemma":[0.000019151077,0.00020158713,0.13755895,0.004789768,0.00010521377,0.0007373632,0.12833929,0.05322935,0.0020660532,0.43128332,0.24141818,0.00025178093],"about_ca_topic_score_codex":0.04639278,"about_ca_topic_score_gemma":0.06117174,"teacher_disagreement_score":0.04639278,"about_ca_system_score_codex":0.012282574,"about_ca_system_score_gemma":0.013221149,"threshold_uncertainty_score":0.09224546},"labels":[],"label_agreement":null},{"id":"W4319334989","doi":"10.1016/j.marpol.2023.105533","title":"Modelling cultural ecosystem services in agricultural dykelands and tidal wetlands to inform coastal infrastructure decisions: A social media data approach","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Wetland; Recreation; Ecosystem services; Tourism; Agriculture; Environmental resource management; Coastal management; Ecosystem; Bay; Geography; Citizen journalism; Environmental planning; Environmental science; Ecology; Political science","score_opus":0.02666336398717176,"score_gpt":0.25600751976362124,"score_spread":0.22934415577644948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319334989","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":[0.9493949,0.0001835055,0.03656902,0.0022666398,0.000053172025,0.000108759195,0.005716673,0.00016273804,0.0055444925],"genre_scores_gemma":[0.9867393,0.00008356443,0.01059467,0.00004334745,0.0000147923165,0.000055194698,0.0015525591,0.000016182656,0.0009003184],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99941885,0.00031237747,0.000035885965,0.00010401095,0.0000616027,0.00006731943],"domain_scores_gemma":[0.9935796,0.0053034155,0.0003769363,0.00025558233,0.00030451146,0.00017999533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016864585,0.0005131559,0.0003635516,0.0020229742,0.0004906845,0.0024028393,0.0009422986,0.0011565964,0.0025004596],"category_scores_gemma":[0.008093925,0.0003284001,0.00087879825,0.0027072937,0.00069980987,0.0032121956,0.0010369621,0.0011506124,0.00032167629],"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":[0.00030277562,0.0007712573,0.16809842,0.00015702797,0.00041077178,0.00034409473,0.0012261666,0.75483686,0.001014272,0.025236323,0.0034326457,0.044169363],"study_design_scores_gemma":[0.000009082554,0.000020209069,0.008835365,0.000013290807,0.000031958396,0.000016304472,0.00067105383,0.98311216,0.00025480633,0.0061846767,0.0008391598,0.000011928594],"about_ca_topic_score_codex":0.106909275,"about_ca_topic_score_gemma":0.14776482,"teacher_disagreement_score":0.106909275,"about_ca_system_score_codex":0.002657229,"about_ca_system_score_gemma":0.0013037247,"threshold_uncertainty_score":0.212574},"labels":[],"label_agreement":null},{"id":"W4320041200","doi":"10.1016/j.marpol.2023.105524","title":"Marine zoning for the Marine Plan Partnership (MaPP) in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of British Columbia","funders":"Gordon and Betty Moore Foundation","keywords":"Zoning; Marine protected area; Marine conservation; Stakeholder; Bioregion; Environmental resource management; Environmental planning; General partnership; Jurisdiction; Marine spatial planning; Geography; Sustainability; Resource (disambiguation); Business; Biodiversity; Ecology; Habitat; Political science; Environmental science","score_opus":0.014045762583798548,"score_gpt":0.22005995651959173,"score_spread":0.20601419393579318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320041200","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":[0.073452495,0.009760233,0.012901144,0.030112678,0.0009920903,0.0030762954,0.035491515,0.0013180574,0.83289546],"genre_scores_gemma":[0.2955326,0.00660425,0.038897246,0.0064066285,0.00007525915,0.0021166427,0.02411618,0.00061238464,0.6256388],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99762076,0.00018045738,0.00010008644,0.00020493909,0.0010595361,0.0008341941],"domain_scores_gemma":[0.99618965,0.00021676428,0.00010779083,0.00010614722,0.0024652225,0.00091438985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002105053,0.000463069,0.00028812836,0.0029119165,0.008058678,0.0059525953,0.0015481801,0.0011351602,0.017490225],"category_scores_gemma":[0.0043958556,0.0005602749,0.00030153806,0.0054344176,0.0013124133,0.001161321,0.0028600593,0.0016293763,0.0015995313],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010557905,0.000060224927,0.0204552,0.0006289985,0.000029716191,0.0010139866,0.004650756,0.005602929,0.001534939,0.09876742,0.6318523,0.23529801],"study_design_scores_gemma":[0.000016575108,0.0000139596505,0.036080945,0.00037812983,0.000008105874,0.00008385885,0.0030879222,0.0011553171,0.00020856799,0.0016331518,0.95728016,0.0000533142],"about_ca_topic_score_codex":0.99426466,"about_ca_topic_score_gemma":0.99694794,"teacher_disagreement_score":0.09050722,"about_ca_system_score_codex":0.09050722,"about_ca_system_score_gemma":0.2337306,"threshold_uncertainty_score":0.6566789},"labels":[],"label_agreement":null},{"id":"W4320081651","doi":"10.1016/j.marpol.2023.105531","title":"Developing a \"Disaster Scenario\" to prepare for the possibility of disruptions to maritime transportation serving coastal communities of Vancouver Island","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Northern Alberta Institute of Technology; Dalhousie University","funders":"University of British Columbia; Dalhousie University; University of Washington","keywords":"Landslide; Geology; Geologist; Submarine landslide; Stakeholder; Richter magnitude scale; Epicenter; Oceanography; Environmental resource management; Geography; Archaeology; Seismology; Environmental science; Law","score_opus":0.016433593575749417,"score_gpt":0.2866390766882686,"score_spread":0.2702054831125192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320081651","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":[0.93386817,0.000068041816,0.0024883347,0.0065891873,0.000081602695,0.00030333106,0.000838798,0.00006189555,0.055700745],"genre_scores_gemma":[0.99105,0.00013105808,0.0038364758,0.0002775548,0.000006448745,0.000078062614,0.0002686766,0.000008447953,0.0043431697],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994554,0.00026062413,0.000009049008,0.000029113111,0.00006417814,0.00018154616],"domain_scores_gemma":[0.9994535,0.0000976938,0.000029681909,0.000015544474,0.00014781825,0.0002557439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059236237,0.0005186482,0.00017566081,0.0006360718,0.003946625,0.0024064586,0.0006980501,0.0018302683,0.0023873183],"category_scores_gemma":[0.0012164043,0.0002678429,0.0002785659,0.00090063247,0.00083292543,0.00059918885,0.0010269779,0.0013778205,0.00014706531],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011613745,0.002209098,0.1352058,0.00033572922,0.00023402208,0.024917332,0.009505739,0.6089583,0.0077230497,0.07872749,0.07324935,0.05777271],"study_design_scores_gemma":[0.00059318356,0.0013251276,0.120089106,0.00031606512,0.00022149655,0.0016753923,0.17771375,0.57933295,0.0052092765,0.028651044,0.08454843,0.00032423995],"about_ca_topic_score_codex":0.63063943,"about_ca_topic_score_gemma":0.8484784,"teacher_disagreement_score":0.36936057,"about_ca_system_score_codex":0.011263015,"about_ca_system_score_gemma":0.013462974,"threshold_uncertainty_score":0.74307156},"labels":[],"label_agreement":null},{"id":"W4320527640","doi":"10.1016/j.marpol.2023.105530","title":"Perceptions in small-scale fisheries regarding institutional, economic, technological and environmental factors. Case study in North-Western Spain","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"European Regional Development Fund; Xunta de Galicia; Universidade de Vigo; European Commission","keywords":"Scale (ratio); Perception; Globalization; Corporate governance; Work (physics); Socioeconomic status; Order (exchange); Fisheries management; Economic globalization; Climate change; Regional science; Business; Environmental resource management; Political science; Fishery; Geography; Economics; Ecology; Sociology; Engineering; Fishing","score_opus":0.03187925048959178,"score_gpt":0.23715141509478666,"score_spread":0.20527216460519487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320527640","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":[0.9988839,0.000062255225,0.000027537579,0.00005663691,0.0000017577593,0.0000044255476,0.000010387851,4.195188e-7,0.00095275615],"genre_scores_gemma":[0.99911803,0.00008390203,0.000033553883,0.000024766388,9.638966e-7,0.000003712665,0.000013899668,5.372792e-7,0.00072072755],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99958974,0.00016048244,0.000018493087,0.000047957354,0.000043533444,0.00013991441],"domain_scores_gemma":[0.9988432,0.0005554817,0.0001886715,0.00004028953,0.00015579842,0.00021656166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011255125,0.00017578714,0.00023405503,0.0004683995,0.001313857,0.0010987829,0.00036923657,0.00055200123,0.0022800008],"category_scores_gemma":[0.0017557975,0.000095280986,0.00018921358,0.0006447929,0.0013433018,0.00045608933,0.0009903791,0.00039076642,0.0001530525],"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":[0.0007577595,0.0013270336,0.7714722,0.00028292031,0.000092570284,0.0096597485,0.16235426,0.0012506958,0.005542553,0.0023438327,0.0013950177,0.04352134],"study_design_scores_gemma":[0.00001878707,0.00034469666,0.6171099,0.00010618032,0.000023895253,0.00043594374,0.37644768,0.00039718617,0.000422542,0.00029162562,0.0043837954,0.00001775692],"about_ca_topic_score_codex":0.0927785,"about_ca_topic_score_gemma":0.15832695,"teacher_disagreement_score":0.0927785,"about_ca_system_score_codex":0.0027464046,"about_ca_system_score_gemma":0.0013105171,"threshold_uncertainty_score":0.18447697},"labels":[],"label_agreement":null},{"id":"W4322755593","doi":"10.1016/j.marpol.2023.105556","title":"Value chain of the data-poor Chinese bay scallop aquaculture","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Major Program of National Fund of Philosophy and Social Science of China; National Office for Philosophy and Social Sciences; Ministry of Agriculture and Rural Affairs of the People's Republic of China; Ministry of Agriculture, Food and Rural Affairs","keywords":"Inefficiency; Profitability index; Scallop; Value (mathematics); Aquaculture; Production (economics); Value chain; Business; Database transaction; Industrial organization; Fishery; Econometrics; Economics; Computer science; Statistics; Microeconomics; Mathematics; Marketing; Supply chain; Fish <Actinopterygii>; Biology","score_opus":0.023950646597941473,"score_gpt":0.29866185380800137,"score_spread":0.27471120721005987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322755593","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":[0.9386269,0.0002975477,0.008426531,0.0047493787,0.000026080485,0.00017673998,0.0015479508,0.000072638184,0.046076216],"genre_scores_gemma":[0.99391574,0.00013017413,0.0011544558,0.00009044389,0.000008818515,0.000030826555,0.0003109482,0.000009137706,0.0043495186],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981147,0.00040840465,0.0001304119,0.00023652433,0.00070312875,0.00040686328],"domain_scores_gemma":[0.9923038,0.0022489897,0.0012238406,0.0008697054,0.0026410895,0.00071258453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032778957,0.00020668302,0.00028063607,0.0030327083,0.0023536033,0.004900741,0.00070701475,0.00079149037,0.0068833176],"category_scores_gemma":[0.010661893,0.00030741905,0.00027494863,0.0036947676,0.00216809,0.0033655616,0.0026137661,0.0008037358,0.00051013514],"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":[0.00072861055,0.00023317938,0.43169,0.00022543453,0.0001320573,0.0034133953,0.006942294,0.047214225,0.0062446003,0.3755164,0.013091869,0.11456791],"study_design_scores_gemma":[0.00011143742,0.00038242576,0.23676698,0.00040208493,0.00027017607,0.00063254795,0.021674652,0.36511186,0.010333009,0.28565654,0.07837859,0.00027973688],"about_ca_topic_score_codex":0.09196401,"about_ca_topic_score_gemma":0.06320907,"teacher_disagreement_score":0.09196401,"about_ca_system_score_codex":0.006933941,"about_ca_system_score_gemma":0.010003715,"threshold_uncertainty_score":0.18285745},"labels":[],"label_agreement":null},{"id":"W4327976859","doi":"10.1016/j.marpol.2023.105572","title":"Equitable sharing of deep-sea mining benefits: More questions than answers","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Mining and Resource Management","field":"Engineering","cited_by":52,"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 Waterloo","funders":"Pew Charitable Trusts","keywords":"Transparency (behavior); Revenue; Jurisdiction; Business; Corporate governance; Sustainability; Political science; Environmental resource management; Environmental planning; Economics; Geography; Law; Finance","score_opus":0.017348615207416988,"score_gpt":0.25660116354297335,"score_spread":0.23925254833555637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327976859","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":[0.0600687,0.019926535,0.04241376,0.7778418,0.0014308575,0.00009516265,0.00021908384,0.000051325092,0.09795271],"genre_scores_gemma":[0.9054649,0.017446255,0.01505398,0.043983564,0.0034860768,0.00021624034,0.00012796612,0.00014787262,0.014073148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9806389,0.010891151,0.0007493438,0.0016619744,0.0041786754,0.0018799395],"domain_scores_gemma":[0.9651781,0.025804443,0.00277963,0.002247838,0.0028928565,0.0010971911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025651574,0.0006919106,0.0018461365,0.0011244424,0.003696509,0.013253094,0.0033661006,0.013538994,0.012383149],"category_scores_gemma":[0.05086473,0.00050729024,0.000973241,0.0022387188,0.020630343,0.04591325,0.010562368,0.012039603,0.0012539427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003464353,0.000060499875,0.00057724933,0.00018551313,0.00002089863,0.00017902184,0.0029679271,0.0016191078,0.00019871134,0.96287584,0.0073465095,0.023933988],"study_design_scores_gemma":[0.000016072252,0.00001889715,0.00042938217,0.00038391943,0.000006201265,0.00008706959,0.008203309,0.0008631184,0.00019717307,0.95965374,0.030111497,0.00002961908],"about_ca_topic_score_codex":0.0048152404,"about_ca_topic_score_gemma":0.0031370062,"teacher_disagreement_score":0.025651574,"about_ca_system_score_codex":0.0062857545,"about_ca_system_score_gemma":0.009454327,"threshold_uncertainty_score":0.13566011},"labels":[],"label_agreement":null},{"id":"W4360609563","doi":"10.1016/j.marpol.2023.105571","title":"The ‘Paper Park Index’: Evaluating Marine Protected Area effectiveness through a global study of stakeholder perceptions","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":73,"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":"Marisla Foundation; MAVA Foundation; “la Caixa” Foundation; Oak Foundation","keywords":"Marine protected area; IUCN Red List; Stakeholder; De facto; Fishing; Marine conservation; Environmental resource management; Protected area; Geography; Business; Index (typography); Fishery; Environmental protection; Political science; Ecology; Environmental science; Computer science","score_opus":0.05907038018383635,"score_gpt":0.32910627691013167,"score_spread":0.2700358967262953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360609563","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":[0.98872644,0.00015271324,0.0013247045,0.00014633834,0.00001936361,0.00036277852,0.0016189412,0.00001842278,0.0076303417],"genre_scores_gemma":[0.9935961,0.00014847632,0.0031440456,0.000071008144,0.000021077829,0.00068156543,0.0017179418,0.000014842259,0.00060492515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962824,0.0017961364,0.00052537525,0.00025328435,0.000905461,0.00023728916],"domain_scores_gemma":[0.98757523,0.0049718386,0.0042433334,0.00072733464,0.0011896399,0.0012926449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053222706,0.00047084523,0.00038394053,0.003905693,0.0005227126,0.0012177618,0.00052180066,0.00048034597,0.0034153862],"category_scores_gemma":[0.010363304,0.00017249951,0.0007339183,0.0037542935,0.00093285507,0.0027457804,0.0029588044,0.0005505686,0.00043460008],"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":[0.0001998228,0.00024707505,0.9502185,0.0003796656,0.00021823749,0.00017723945,0.006622326,0.00042995112,0.0012019213,0.000757974,0.001920465,0.037626937],"study_design_scores_gemma":[0.000022365313,0.00042036726,0.9782362,0.00006498025,0.000031572075,0.00013458739,0.015239767,0.00077695196,0.00042992827,0.0004670113,0.0041489913,0.000027198383],"about_ca_topic_score_codex":0.0015254886,"about_ca_topic_score_gemma":0.0025548672,"teacher_disagreement_score":0.0053222706,"about_ca_system_score_codex":0.0005331397,"about_ca_system_score_gemma":0.00048472272,"threshold_uncertainty_score":0.02814722},"labels":[],"label_agreement":null},{"id":"W4362633432","doi":"10.1016/j.marpol.2023.105584","title":"Ocean predators: Squids, Chinese fleets and the geopolitics of high seas fishing","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Fishing; International waters; Exclusive economic zone; Geopolitics; Fishery; Sustainability; China; Fisheries management; Business; Government (linguistics); Geography; Political science; Politics; Ecology; Law","score_opus":0.00781309591633442,"score_gpt":0.23103991178910918,"score_spread":0.22322681587277476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362633432","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":[0.95383155,0.012439393,0.00013275539,0.009764155,0.00012233079,0.0000074002082,0.00040366294,0.000008941206,0.023289723],"genre_scores_gemma":[0.99464273,0.0031723331,0.00004231865,0.0003248035,0.00011788108,0.000001922711,0.000059245507,0.0000015310137,0.0016372412],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998661,0.000035495737,0.000009782696,0.000021848797,0.000030072939,0.00003670473],"domain_scores_gemma":[0.99890506,0.00019575613,0.0005352594,0.000030066163,0.00008872404,0.00024507844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004983318,0.00018451536,0.00013707412,0.0012612105,0.00081598345,0.0018749349,0.0003646888,0.00070127763,0.004729422],"category_scores_gemma":[0.0011166235,0.0001150156,0.00021405709,0.0020857498,0.0019605453,0.0012710323,0.0007577658,0.00040125623,0.00014935798],"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":[0.00019019413,0.000088395864,0.94349784,0.00018956106,0.00011299708,0.00051198376,0.0019989978,0.0006581495,0.0006467176,0.02166813,0.0034745953,0.026962392],"study_design_scores_gemma":[0.0000033642982,0.000039280396,0.9888136,0.00007933535,0.000038850623,0.000095503594,0.0038154798,0.00033276982,0.00007447622,0.0019027566,0.004793883,0.000010676822],"about_ca_topic_score_codex":0.103530444,"about_ca_topic_score_gemma":0.22499569,"teacher_disagreement_score":0.103530444,"about_ca_system_score_codex":0.001774006,"about_ca_system_score_gemma":0.001690096,"threshold_uncertainty_score":0.20585567},"labels":[],"label_agreement":null},{"id":"W4365449487","doi":"10.1016/j.marpol.2023.105623","title":"Rethinking 21st Century Fisheries Management: posthuman multispecies livelihoods approach","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Posthuman; Livelihood; Agency (philosophy); Anthropocene; Sustainability; Environmental ethics; Posthumanism; Corporate governance; Environmental resource management; Sociology; Fishery; Political science; Geography; Ecology; Business; Social science; Economics","score_opus":0.027147596538631455,"score_gpt":0.24895840150849488,"score_spread":0.22181080496986344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365449487","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":[0.013157002,0.06792683,0.021208659,0.642773,0.006331233,0.00007329308,0.000092688075,0.000075859025,0.24836145],"genre_scores_gemma":[0.564246,0.10565235,0.022160504,0.2576582,0.0067320997,0.0003220256,0.0001063746,0.00009670999,0.043025713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965442,0.0013418338,0.00010021775,0.00029777904,0.0010520349,0.00066383096],"domain_scores_gemma":[0.9928767,0.0045174523,0.00039945458,0.0003743089,0.001028518,0.0008035389],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011911294,0.00065707514,0.0005356317,0.0019734437,0.002949348,0.0062346817,0.002161575,0.008434664,0.0071631754],"category_scores_gemma":[0.007948425,0.00023724974,0.00058194046,0.0013633202,0.014365481,0.010263965,0.0060229194,0.007990859,0.00046843433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016939905,0.0000973714,0.0010757576,0.0003376215,0.00004053987,0.00011393709,0.0017293879,0.00106102,0.00042484634,0.8805033,0.026119908,0.088479385],"study_design_scores_gemma":[0.0000066151856,0.00006548403,0.0030683014,0.001119787,0.000025952533,0.000095388175,0.0038318906,0.0006657469,0.0003718736,0.5710923,0.41962996,0.000026755935],"about_ca_topic_score_codex":0.009460236,"about_ca_topic_score_gemma":0.026890391,"teacher_disagreement_score":0.99705064,"about_ca_system_score_codex":0.006657907,"about_ca_system_score_gemma":0.0132519165,"threshold_uncertainty_score":0.062993646},"labels":[],"label_agreement":null},{"id":"W4376113308","doi":"10.1016/j.marpol.2023.105647","title":"Socio-economic impacts of shipping along the Northwest Passage: The cost to locals","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jacobs (Canada); University of Manitoba","funders":"","keywords":"Arctic; Container (type theory); The arctic; Business; Environmental science; Economic impact analysis; Meteorology; Environmental planning; Geography; Civil engineering; Engineering; Oceanography","score_opus":0.03325119992728666,"score_gpt":0.3507291647511752,"score_spread":0.31747796482388857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376113308","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":[0.9462146,0.0008924558,0.0003228715,0.007220872,0.000059522845,0.000013962626,0.00044335047,0.0000066916537,0.04482567],"genre_scores_gemma":[0.9944829,0.0007510555,0.00008484564,0.00013851286,0.0000238184,0.0000072823054,0.00007611203,0.000003293885,0.004432206],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99930835,0.0003276777,0.00002034117,0.000029583245,0.00008492382,0.00022903249],"domain_scores_gemma":[0.9982626,0.00043244203,0.00032695854,0.00007178115,0.0004043094,0.0005019284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007166389,0.00014182755,0.00021170524,0.00068487687,0.0014777839,0.0020124624,0.00044552708,0.0006807593,0.0082050515],"category_scores_gemma":[0.003187096,0.00015118314,0.00028115616,0.0013569852,0.0010736729,0.0011768389,0.0014423989,0.00075025606,0.00031629333],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000862459,0.0006376558,0.7472709,0.0004361347,0.00036623812,0.0022699928,0.006843896,0.035158616,0.001594502,0.09935753,0.013980675,0.09122154],"study_design_scores_gemma":[0.000024236122,0.0002131253,0.9110004,0.00028314625,0.00017312179,0.00032064668,0.04243352,0.00831289,0.00039720218,0.009822161,0.026963996,0.00005562246],"about_ca_topic_score_codex":0.13388774,"about_ca_topic_score_gemma":0.25238764,"teacher_disagreement_score":0.86611223,"about_ca_system_score_codex":0.0037663602,"about_ca_system_score_gemma":0.0029063604,"threshold_uncertainty_score":0.26621687},"labels":[],"label_agreement":null},{"id":"W4376627395","doi":"10.1016/j.marpol.2023.105655","title":"Conservation ready marine spatial planning","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Environmental resource management; Biodiversity; Marine conservation; Ecosystem; Biodiversity conservation; Environmental planning; Business; Geography; Ecology; Economics; Biology","score_opus":0.020199789702864117,"score_gpt":0.26690074021492405,"score_spread":0.24670095051205992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376627395","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":[0.002388128,0.0012933363,0.0147793535,0.04286976,0.0020287067,0.00007035574,0.00086573424,0.0010307522,0.93467396],"genre_scores_gemma":[0.07324914,0.0030233464,0.027495887,0.011616865,0.0005939312,0.00011130462,0.0013545977,0.00070903415,0.88184595],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992268,0.00013700311,0.00003444295,0.00010725311,0.00036802617,0.00012647356],"domain_scores_gemma":[0.9979407,0.0002707716,0.00008174041,0.000542979,0.0008297329,0.0003339848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012715481,0.00037571322,0.00023523561,0.0013475573,0.002059253,0.0067941234,0.000921957,0.0017379986,0.13913561],"category_scores_gemma":[0.004203543,0.0005127115,0.00027844985,0.0016012029,0.0013773955,0.0040153284,0.0026178218,0.0027931172,0.022783726],"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":[0.00001397974,0.00003381431,0.00076245645,0.00007897774,0.000008477127,0.000096181146,0.00039155514,0.0010479629,0.00049059564,0.38072053,0.49690658,0.11944887],"study_design_scores_gemma":[0.0000024034562,0.000004818513,0.0004393767,0.000065057684,0.0000037318553,0.000038119957,0.00039900126,0.00029854302,0.00021423069,0.033853948,0.9646739,0.000006873155],"about_ca_topic_score_codex":0.057302,"about_ca_topic_score_gemma":0.13667984,"teacher_disagreement_score":0.13913561,"about_ca_system_score_codex":0.0030193455,"about_ca_system_score_gemma":0.009327423,"threshold_uncertainty_score":0.465455},"labels":[],"label_agreement":null},{"id":"W4378450600","doi":"10.1016/j.marpol.2023.105660","title":"Humanizing marine spatial planning: A salutogenic approach","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Salutogenesis; Citizen journalism; Environmental planning; Vulnerability (computing); Marine spatial planning; Environmental resource management; Geography; Health promotion; Political science; Public health; Medicine; Nursing","score_opus":0.11525407539945935,"score_gpt":0.47497013568020585,"score_spread":0.3597160602807465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378450600","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":[0.054264735,0.0012249236,0.36748084,0.13046004,0.00050294644,0.00046201883,0.00030304736,0.00019483495,0.44510666],"genre_scores_gemma":[0.9134556,0.0011900584,0.06808117,0.0027891158,0.00015560094,0.0002671781,0.00010392081,0.000052118296,0.013905207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974986,0.0018037729,0.000052525284,0.00016618878,0.00019285793,0.00028598562],"domain_scores_gemma":[0.9956273,0.0021446855,0.00038224677,0.00058477424,0.00066194724,0.0005990489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050924374,0.00052219746,0.00036513808,0.0025102717,0.00461029,0.0069514774,0.0025893927,0.0021709152,0.0155206965],"category_scores_gemma":[0.008961716,0.000419308,0.0005647845,0.002435385,0.017983431,0.0030114942,0.0060471413,0.0025189908,0.00066495663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019569723,0.00012250537,0.0024912271,0.00016378968,0.000024120369,0.000075937176,0.006020382,0.009907604,0.00016866175,0.94227636,0.0050478014,0.03368202],"study_design_scores_gemma":[0.0000124497155,0.000043362368,0.0018539508,0.00022876475,0.00001755395,0.0000501448,0.023455244,0.008301176,0.00028810147,0.9128553,0.052877154,0.000016874224],"about_ca_topic_score_codex":0.032998186,"about_ca_topic_score_gemma":0.07067354,"teacher_disagreement_score":0.032998186,"about_ca_system_score_codex":0.008187952,"about_ca_system_score_gemma":0.022145957,"threshold_uncertainty_score":0.0656122},"labels":[],"label_agreement":null},{"id":"W4381060106","doi":"10.1016/j.marpol.2023.105729","title":"Introduction to special issue on governance and fishing health and safety in the North Atlantic","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Data envelopment analysis; Ecosystem; Groundfish; Index (typography); Marine ecosystem; Environmental resource management; Revenue; Fishing; Business; Ecosystem valuation; Fishery; Ecosystem services; Environmental science; Ecosystem health; Fisheries management; Ecology; Computer science","score_opus":0.011895635270416316,"score_gpt":0.26958666246161583,"score_spread":0.2576910271911995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381060106","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":[0.0005284255,0.029204218,0.00024730412,0.17453642,0.777795,0.000053734137,0.00085765554,0.000039287435,0.016737958],"genre_scores_gemma":[0.0030769184,0.024230056,0.00022044999,0.055774387,0.84116405,0.00008306222,0.0006942701,0.00008523399,0.07467161],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987795,0.00013537036,0.00014761338,0.00022269302,0.00050266075,0.00021210684],"domain_scores_gemma":[0.9930247,0.002320696,0.00047540286,0.000270732,0.0025774285,0.0013309945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026660857,0.0017304783,0.0017907039,0.0029201435,0.002521633,0.005356219,0.0017480255,0.0072980295,0.062469527],"category_scores_gemma":[0.006444847,0.000532957,0.0014932725,0.0018243107,0.001292684,0.003032926,0.0027508982,0.006678892,0.010012582],"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":[0.000014098469,0.000017586437,0.00024468158,0.00012899998,0.0000062993595,0.000039944767,0.00003175909,0.000027958557,0.000053259613,0.0004810238,0.9925604,0.006394068],"study_design_scores_gemma":[0.00001658031,0.000018899895,0.00492828,0.000610266,0.00002228048,0.00006913835,0.0001784795,0.00007121701,0.00003061907,0.0017720469,0.99226815,0.00001405499],"about_ca_topic_score_codex":0.028776571,"about_ca_topic_score_gemma":0.09331301,"teacher_disagreement_score":0.062469527,"about_ca_system_score_codex":0.0038063219,"about_ca_system_score_gemma":0.0051153814,"threshold_uncertainty_score":0.2089814},"labels":[],"label_agreement":null},{"id":"W4382888808","doi":"10.1016/j.marpol.2023.105737","title":"UNDRIP rights to guide the governance of the Northern Low-impact Shipping Corridors initiative","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Ocean Frontier Institute","keywords":"Corporate governance; Indigenous; Arctic; Declaration; Collaborative governance; Business; The arctic; Political science; Environmental planning; Public administration; Environmental resource management; Geography; Finance; Economics; Law; Oceanography; Ecology","score_opus":0.029838590822848562,"score_gpt":0.3479346251250054,"score_spread":0.3180960343021568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382888808","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":[0.16934162,0.0035579852,0.013829437,0.103194594,0.00028087533,0.00026172874,0.00028170185,0.00007051512,0.70918155],"genre_scores_gemma":[0.9617474,0.0018146648,0.0049790954,0.0036301552,0.000029753503,0.00009279973,0.000096427095,0.000022183012,0.027587414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995611,0.0017641742,0.00012403936,0.00024904363,0.0008291944,0.0014226495],"domain_scores_gemma":[0.99482226,0.0022239194,0.00030872884,0.00023542688,0.0011384208,0.0012713603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070622168,0.00021831116,0.00018496401,0.00092851004,0.00976838,0.008209468,0.001106245,0.001593504,0.0035372253],"category_scores_gemma":[0.0071827043,0.00016548905,0.00019978474,0.0012911139,0.012270975,0.00294067,0.005222035,0.0028921925,0.00020376475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013462083,0.000031972737,0.006171049,0.0001227053,0.000007929989,0.00031954676,0.064453535,0.0011918519,0.00031540944,0.8853217,0.014211183,0.02783968],"study_design_scores_gemma":[0.000014854772,0.00003033308,0.021772005,0.0009906035,0.000021295533,0.00011081168,0.18076353,0.0016997542,0.0006379326,0.1085731,0.68532974,0.000056004417],"about_ca_topic_score_codex":0.80528826,"about_ca_topic_score_gemma":0.91705555,"teacher_disagreement_score":0.19471174,"about_ca_system_score_codex":0.042617813,"about_ca_system_score_gemma":0.13593991,"threshold_uncertainty_score":0.39171684},"labels":[],"label_agreement":null},{"id":"W4383678387","doi":"10.1016/j.marpol.2023.105753","title":"Guitarfishes are plucked: Undermanaged in global fisheries despite declining populations and high volume of unreported international trade","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Threatened species; Fisheries management; Fishery; Commodity; International trade; Finance; Fishing; Biology; Ecology","score_opus":0.02593878574923803,"score_gpt":0.2874387170061048,"score_spread":0.26149993125686677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383678387","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":[0.98388624,0.0023554226,0.0001610284,0.008084258,0.00009119231,0.000007765989,0.0002571279,0.000029593471,0.005127328],"genre_scores_gemma":[0.99314487,0.001900498,0.0001638159,0.001631652,0.00005186007,0.0000046057935,0.0002366554,0.0000051764478,0.0028607722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997161,0.00003409969,0.000016483591,0.00005310079,0.000053270403,0.00012699985],"domain_scores_gemma":[0.99903846,0.0000653154,0.00045320537,0.000044658456,0.00013194677,0.00026651233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004858044,0.00019879133,0.00016475002,0.0005079623,0.0007538537,0.0015613538,0.00044474335,0.00088638277,0.006012349],"category_scores_gemma":[0.0012972752,0.00008364929,0.00018319952,0.0011216593,0.0015296974,0.0011844187,0.0010450742,0.00069928955,0.00075315044],"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":[0.00024395245,0.000044364086,0.91856277,0.00016222897,0.000050492115,0.0004918641,0.001923505,0.00009754726,0.0038088595,0.0012054534,0.0038412893,0.06956771],"study_design_scores_gemma":[0.0000061625633,0.0000694893,0.9854069,0.000047817266,0.000027531543,0.00028958265,0.005508759,0.00006101887,0.00017857437,0.00040754714,0.007990218,0.000006510746],"about_ca_topic_score_codex":0.06636222,"about_ca_topic_score_gemma":0.17561951,"teacher_disagreement_score":0.06636222,"about_ca_system_score_codex":0.0009058085,"about_ca_system_score_gemma":0.0016172219,"threshold_uncertainty_score":0.13195187},"labels":[],"label_agreement":null},{"id":"W4384103479","doi":"10.1016/j.marpol.2023.105763","title":"Revisiting fuel tax concessions (FTCs): The economic implications of fuel subsidies for the commercial fishing fleet of the United Kingdom","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Natural Environment Research Council; Social Sciences and Humanities Research Council of Canada; UK Research and Innovation","keywords":"Subsidy; Fuel tax; Fishing; Business; Profitability index; Diesel fuel; Natural resource economics; Economics; Fishery; Finance; Waste management; Engineering; Market economy; Revenue","score_opus":0.0666271298393614,"score_gpt":0.34101048932419137,"score_spread":0.27438335948482995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384103479","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":[0.6898646,0.0137522705,0.001944395,0.12519102,0.0018102379,0.00019490212,0.003611544,0.00014860497,0.16348247],"genre_scores_gemma":[0.9807569,0.001737841,0.00035277754,0.0046112626,0.00020443258,0.000022312764,0.00015287597,0.00003160547,0.01213002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9957711,0.00085666665,0.00022239778,0.0003450127,0.0011643324,0.0016403613],"domain_scores_gemma":[0.9815232,0.012039303,0.0015183688,0.00037156322,0.0036385881,0.00090890646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045331763,0.00039807454,0.0007846498,0.0017227256,0.002230903,0.012134869,0.0015891289,0.007848418,0.010435607],"category_scores_gemma":[0.03226394,0.0004974486,0.0010217899,0.0016686693,0.0026107,0.0035894183,0.0018621827,0.0048011644,0.00046989473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001081414,0.000366346,0.08125864,0.0012232059,0.00030218676,0.0033039711,0.0051355776,0.059638966,0.001768001,0.55678463,0.18070062,0.10843647],"study_design_scores_gemma":[0.00045437855,0.0007156249,0.29359755,0.0033565867,0.0010582703,0.00072581583,0.029077012,0.054477647,0.004069531,0.10861044,0.50333494,0.00052218407],"about_ca_topic_score_codex":0.5159643,"about_ca_topic_score_gemma":0.65310764,"teacher_disagreement_score":0.5159643,"about_ca_system_score_codex":0.0203475,"about_ca_system_score_gemma":0.027256401,"threshold_uncertainty_score":0.9737725},"labels":[],"label_agreement":null},{"id":"W4384575949","doi":"10.1016/j.marpol.2023.105740","title":"Drivers of conflict and resilience in shifting transboundary fisheries","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":28,"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 British Columbia","funders":"Norges Forskningsråd","keywords":"Resilience (materials science); Fishery; Business; Environmental resource management; Environmental science; Biology","score_opus":0.017109820779945828,"score_gpt":0.2707603095385385,"score_spread":0.2536504887585927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384575949","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":[0.99343395,0.00010976947,0.0003114924,0.0019145778,0.000005508436,0.000003883238,0.00006618964,0.000002583247,0.004152038],"genre_scores_gemma":[0.99973804,0.00003285818,0.000033312917,0.000017960023,0.0000028590118,0.0000019100655,0.000012234584,8.550444e-7,0.00015999352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930704,0.00027471597,0.000027100155,0.00008671834,0.000061952116,0.00024251809],"domain_scores_gemma":[0.9967332,0.0012817903,0.001024129,0.00012353035,0.00024301231,0.00059445575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013004557,0.00015893372,0.00018507622,0.0014086376,0.0010307286,0.0027376516,0.00042680453,0.00093727984,0.0068197744],"category_scores_gemma":[0.0070039453,0.00024167779,0.0002892516,0.0013444633,0.0022271855,0.002795541,0.0020022783,0.0011200892,0.00020764617],"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":[0.0002558761,0.0002416248,0.89681554,0.00003487701,0.000181731,0.00038030435,0.006079559,0.0074527287,0.000508687,0.071974225,0.0011989152,0.014876055],"study_design_scores_gemma":[0.000020769243,0.00007398277,0.8796119,0.00005563642,0.00006343393,0.00022866472,0.037982237,0.012449621,0.00019530622,0.065906145,0.0033724962,0.000039649778],"about_ca_topic_score_codex":0.0143901175,"about_ca_topic_score_gemma":0.027337195,"teacher_disagreement_score":0.0143901175,"about_ca_system_score_codex":0.0017820267,"about_ca_system_score_gemma":0.0010876812,"threshold_uncertainty_score":0.028612673},"labels":[],"label_agreement":null},{"id":"W4385685041","doi":"10.1016/j.marpol.2023.105785","title":"The necessity of justice for a fair, legitimate, and effective treaty on plastic pollution","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Treaty; Legitimacy; Accountability; Economic Justice; Business; Law and economics; Transparency (behavior); Political science; Human rights; Distributive justice; Corporate governance; Economics; Law; Politics; Finance","score_opus":0.007538834916103462,"score_gpt":0.2485226802171895,"score_spread":0.24098384530108605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385685041","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":[0.008925276,0.0032785665,0.005981493,0.81387657,0.007696807,0.00006821002,0.00009710403,0.00005944098,0.16001649],"genre_scores_gemma":[0.454938,0.0028238024,0.009444613,0.46385878,0.010829352,0.00035521944,0.00008756007,0.0001605797,0.05750194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96480256,0.010267673,0.0014817725,0.0035006069,0.013244582,0.006702816],"domain_scores_gemma":[0.9659014,0.021436665,0.0017594512,0.0028630022,0.0053917407,0.002647814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03047637,0.00063889206,0.0015727092,0.0017093851,0.014797407,0.012899411,0.0029522353,0.04831927,0.0055295583],"category_scores_gemma":[0.07107593,0.00083227333,0.0015817011,0.0009944731,0.03392749,0.01049117,0.0069428715,0.034651823,0.0012341576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031152358,0.000046408957,0.00016457986,0.000042312535,0.000016939506,0.00014146719,0.00058764016,0.00033893247,0.00021994548,0.94707245,0.047090426,0.0042477455],"study_design_scores_gemma":[0.000046721823,0.00003542385,0.00061165536,0.00026351586,0.000032293858,0.00014837648,0.0009721895,0.0006035017,0.00040974817,0.84092563,0.1558842,0.000066727844],"about_ca_topic_score_codex":0.026918111,"about_ca_topic_score_gemma":0.029098947,"teacher_disagreement_score":0.04831927,"about_ca_system_score_codex":0.008591787,"about_ca_system_score_gemma":0.029214345,"threshold_uncertainty_score":0.16117638},"labels":[],"label_agreement":null},{"id":"W4386238495","doi":"10.1016/j.marpol.2023.105804","title":"Climate change dynamics and youth participation decisions in aquatic food systems: Case of the oyster sector in The Gambia, West Africa","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":8,"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 Guelph","funders":"","keywords":"Oyster; Livelihood; Climate change; Focus group; Business; Ordered probit; Environmental resource management; Political science; Geography; Environmental planning; Agriculture; Ecology; Marketing; Economics","score_opus":0.05712400548234842,"score_gpt":0.2722392164691803,"score_spread":0.2151152109868319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386238495","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":[0.99444515,0.00009209919,0.00003569352,0.0010583515,0.0000027099672,0.000010161346,0.000018344856,8.7296263e-7,0.0043365764],"genre_scores_gemma":[0.9992526,0.00011413323,0.00002031464,0.000047400954,9.1067596e-7,0.000004068538,0.000006072039,4.546899e-7,0.0005539041],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99922323,0.00020714158,0.000008685793,0.000022044418,0.00002013707,0.0005187311],"domain_scores_gemma":[0.9990627,0.0003613652,0.00014974651,0.000011609942,0.000061784405,0.00035277815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076201133,0.00024039381,0.00025331814,0.00079581677,0.00424841,0.0032413616,0.0006420852,0.0015615069,0.004756448],"category_scores_gemma":[0.0014498616,0.00020717629,0.00026164894,0.0012644201,0.0024317815,0.0014605138,0.0030021514,0.0016177555,0.00012725472],"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":[0.00083748985,0.0016239578,0.59099215,0.00030651625,0.00013005787,0.026908524,0.24752311,0.0060132765,0.0027026795,0.0781577,0.0043501244,0.04045438],"study_design_scores_gemma":[0.00005448775,0.000171738,0.2137612,0.00026076104,0.000057860143,0.00061684474,0.7681266,0.0033103568,0.00040663118,0.005300181,0.007908318,0.000024933823],"about_ca_topic_score_codex":0.20018408,"about_ca_topic_score_gemma":0.35686183,"teacher_disagreement_score":0.20018408,"about_ca_system_score_codex":0.004505077,"about_ca_system_score_gemma":0.0033305935,"threshold_uncertainty_score":0.39803773},"labels":[],"label_agreement":null},{"id":"W4386707152","doi":"10.1016/j.marpol.2023.105829","title":"Measuring engagement with shark research in science, news and social media, and policy: A bibliometric analysis","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Outreach; Social media; Sensationalism; Public relations; Diversity (politics); Public engagement; Political science; Citizen science; Resource (disambiguation); Biodiversity conservation; Sociology; Business; Biodiversity; Advertising; Ecology; Computer science; Biology","score_opus":0.10169079761282335,"score_gpt":0.36165645651589495,"score_spread":0.2599656589030716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386707152","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":[0.91298854,0.017893154,0.0028794066,0.003933528,0.00014443776,0.0003402291,0.038272228,0.00012234274,0.023426266],"genre_scores_gemma":[0.974422,0.0059106634,0.0023552824,0.00021929383,0.00032954756,0.00034361033,0.015362906,0.00003446272,0.001022276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.96691585,0.011151798,0.0070177168,0.0021350516,0.011711838,0.0010677259],"domain_scores_gemma":[0.69528806,0.23079506,0.04030166,0.0077762404,0.022617549,0.0032214595],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.021279853,0.00038820464,0.0014034684,0.10055074,0.0014886552,0.0058171987,0.0010716047,0.0014224084,0.0032909175],"category_scores_gemma":[0.14439471,0.00031365533,0.001703358,0.19542788,0.001741626,0.004950785,0.0041205855,0.0008192499,0.000585596],"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":[0.00022778109,0.00013175506,0.91862845,0.0043511735,0.0023284769,0.0001308496,0.003225096,0.00081864576,0.0005457087,0.0026219662,0.0047297827,0.062260285],"study_design_scores_gemma":[0.000040600466,0.00010207374,0.9651218,0.0011321307,0.0022303546,0.00024247103,0.00624464,0.002028714,0.00060755643,0.0018957607,0.02028842,0.00006552285],"about_ca_topic_score_codex":0.00866802,"about_ca_topic_score_gemma":0.011638455,"teacher_disagreement_score":0.8994492,"about_ca_system_score_codex":0.002683889,"about_ca_system_score_gemma":0.0047643688,"threshold_uncertainty_score":0.11254001},"labels":[],"label_agreement":null},{"id":"W4386905464","doi":"10.1016/j.marpol.2023.105846","title":"The principal-agent problem in hierarchical policy making: A failure of policy to support the transition to LNG as an alternative shipping fuel","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Liquefied natural gas; Sanctions; Scope (computer science); Incentive; Agency (philosophy); European union; Principal (computer security); Business; Natural gas; Economic policy; Economics; Waste management; Engineering; Political science; Market economy","score_opus":0.016483456205960055,"score_gpt":0.30743607314603333,"score_spread":0.2909526169400733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386905464","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":[0.29749084,0.0010005587,0.49944577,0.096626155,0.0005065515,0.00042412538,0.00054124655,0.00062316237,0.1033416],"genre_scores_gemma":[0.96444607,0.00031227726,0.029989071,0.0010346776,0.00016902856,0.00011906069,0.000047369278,0.000048166014,0.003834448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99127847,0.0057383697,0.0003877787,0.0009590511,0.0006507307,0.000985449],"domain_scores_gemma":[0.9274318,0.06357197,0.0031412735,0.0020666188,0.0015589662,0.002229322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020441903,0.000592484,0.0022045737,0.00093011535,0.0027070194,0.0062540723,0.0025559354,0.007623926,0.010239905],"category_scores_gemma":[0.060654026,0.00085812714,0.0011642771,0.0012350355,0.0066464846,0.009375024,0.0031400407,0.007399098,0.00067684194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027076577,0.00016608265,0.0013883774,0.00013318137,0.000110691784,0.00028300853,0.0006273823,0.1417512,0.00033314878,0.83517593,0.005965025,0.013795147],"study_design_scores_gemma":[0.0002727358,0.00003479428,0.00041265736,0.000027605534,0.000026453263,0.00003434454,0.00039902367,0.1797336,0.00025485325,0.8159261,0.002852754,0.00002496377],"about_ca_topic_score_codex":0.024230378,"about_ca_topic_score_gemma":0.015618741,"teacher_disagreement_score":0.024230378,"about_ca_system_score_codex":0.0041411906,"about_ca_system_score_gemma":0.009640151,"threshold_uncertainty_score":0.1081084},"labels":[],"label_agreement":null},{"id":"W4387239000","doi":"10.1016/j.marpol.2023.105857","title":"Marine litter and social inequities entangle Ecuadorian mangrove communities: Perceptions of plastic pollution and well-being concerns in Puerto Hondo and Isla Santay, Ecuador","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mangrove; Marine debris; Geography; Plastic pollution; Fishing; Mangrove ecosystem; Environmental protection; Fishery; Environmental planning; Ecology; Debris; Pollution","score_opus":0.009148885060167174,"score_gpt":0.2385883855066742,"score_spread":0.22943950044650702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387239000","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":[0.99948007,0.00006884225,0.0000064751994,0.0001259545,0.0000017417095,0.0000017854735,0.000011332132,1.611481e-7,0.00030369035],"genre_scores_gemma":[0.99967337,0.00009277633,0.000016866588,0.00003084087,0.0000020893815,0.000004017096,0.000011515229,2.1923618e-7,0.00016830028],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9997701,0.000060621587,0.000013088788,0.000022855374,0.000020380576,0.00011291094],"domain_scores_gemma":[0.99948955,0.00007717035,0.0002239257,0.000011187212,0.000052652056,0.00014550447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035499924,0.00019045055,0.0001658924,0.0005538173,0.0011428054,0.0010066384,0.0003369059,0.00037330115,0.0014201163],"category_scores_gemma":[0.00095818634,0.0001405183,0.00014459065,0.00064038043,0.0006676424,0.00056429434,0.0009936832,0.00048662032,0.000055937704],"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":[0.000087046756,0.0002916184,0.9530251,0.000051405365,0.00005444619,0.00067956204,0.03633419,0.000049937673,0.0007351975,0.00043674503,0.0003061236,0.007948505],"study_design_scores_gemma":[0.000004443532,0.000046802295,0.90927774,0.000032894026,0.000016502483,0.00006401081,0.08953245,0.00008681817,0.0000621729,0.00006374272,0.0008078637,0.0000046210007],"about_ca_topic_score_codex":0.11969748,"about_ca_topic_score_gemma":0.22266278,"teacher_disagreement_score":0.11969748,"about_ca_system_score_codex":0.0010777664,"about_ca_system_score_gemma":0.0005867486,"threshold_uncertainty_score":0.23800153},"labels":[],"label_agreement":null},{"id":"W4387551939","doi":"10.1016/j.marpol.2023.105867","title":"One-Size-Fits-All? How north-south inequality challenges CITES’ ability to protect the scalloped hammerhead","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"International Maritime Law Issues","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":"Simon Fraser University","funders":"","keywords":"CITES; Subsistence agriculture; Endangered species; Business; International trade; Fishery; Ecology; Biology","score_opus":0.05833327894597924,"score_gpt":0.29902401411518564,"score_spread":0.24069073516920642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387551939","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":[0.11125776,0.002007576,0.0027414097,0.5623416,0.0017406726,0.00002461012,0.0001911608,0.000052650605,0.31964254],"genre_scores_gemma":[0.89214915,0.0009802111,0.0006326027,0.0728276,0.00095990265,0.00003619302,0.000071336464,0.0001267153,0.032216266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942542,0.0010132139,0.00012711305,0.0008982949,0.0010986162,0.0026086122],"domain_scores_gemma":[0.99352914,0.0025275222,0.0004995127,0.00051878474,0.0012381311,0.0016868429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062467502,0.00029875804,0.00061793346,0.0011452159,0.008377363,0.013475938,0.0019170317,0.0089561185,0.025274567],"category_scores_gemma":[0.019456757,0.0002884257,0.0006139296,0.0013161316,0.012986201,0.012069467,0.00717374,0.00820218,0.002623031],"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":[0.00006314877,0.000112668415,0.015310233,0.00011031202,0.00011344601,0.00043547733,0.013818531,0.0005973053,0.0011409152,0.83390915,0.09565913,0.038729664],"study_design_scores_gemma":[0.00004271028,0.00007550623,0.0234912,0.00056799885,0.000107752974,0.00023115166,0.058417186,0.0009888869,0.0010994887,0.5028985,0.41195968,0.00012000496],"about_ca_topic_score_codex":0.06476221,"about_ca_topic_score_gemma":0.11725655,"teacher_disagreement_score":0.06476221,"about_ca_system_score_codex":0.0050055464,"about_ca_system_score_gemma":0.010167541,"threshold_uncertainty_score":0.12877047},"labels":[],"label_agreement":null},{"id":"W4389184124","doi":"10.1016/j.marpol.2023.105945","title":"Military training in the Canadian Pacific: Taking aim at critical habitat or sufficient mitigation of noise pollution impacts?","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"","keywords":"Training (meteorology); Environmental planning; Commission; Endangered species; Noise (video); Habitat; Business; Environmental resource management; Environmental protection; Environmental science; Geography; Ecology; Computer science; Meteorology","score_opus":0.03824798453713477,"score_gpt":0.30242940405974306,"score_spread":0.26418141952260826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389184124","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":[0.046098165,0.14495827,0.0011616241,0.6802188,0.003239321,0.00016306507,0.0012134926,0.00005815212,0.12288919],"genre_scores_gemma":[0.5683368,0.24102996,0.004054853,0.15890208,0.0027194116,0.00028910575,0.0008323598,0.000059307014,0.023776129],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952544,0.0005843022,0.0001464819,0.00032531982,0.0012619736,0.0024275098],"domain_scores_gemma":[0.9889163,0.0020906944,0.0008781274,0.00014328011,0.0046996675,0.003271912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005497155,0.00069095165,0.0005571293,0.0018000776,0.0055625266,0.0049538654,0.0025788047,0.004915868,0.008567305],"category_scores_gemma":[0.011673464,0.0002864649,0.0005134595,0.0029043506,0.006493811,0.0020734535,0.002429603,0.0051317806,0.00036742594],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060674653,0.00059389364,0.057099584,0.009025788,0.00031974088,0.0005923935,0.0049809804,0.0050997115,0.0030560137,0.15663578,0.2798365,0.4821528],"study_design_scores_gemma":[0.00017816128,0.00048243694,0.25703147,0.021534957,0.00059338973,0.00027788064,0.044703737,0.0018221214,0.0014148063,0.025562549,0.64613444,0.00026402232],"about_ca_topic_score_codex":0.9791743,"about_ca_topic_score_gemma":0.9924852,"teacher_disagreement_score":0.04984616,"about_ca_system_score_codex":0.04984616,"about_ca_system_score_gemma":0.2853756,"threshold_uncertainty_score":0.3616609},"labels":[],"label_agreement":null},{"id":"W4389219981","doi":"10.1016/j.marpol.2023.105948","title":"The role of salmon aquaculture eco-certification in corporate social responsibility and the delivery of ecosystem services and disservices","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Certification; Business; Sustainability; Corporate social responsibility; General partnership; Ecosystem services; Stakeholder; Environmental resource management; Environmental planning; Ecosystem; Public relations; Finance; Ecology; Economics; Management; Geography","score_opus":0.01072460267302332,"score_gpt":0.24430205066321925,"score_spread":0.23357744799019592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389219981","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":[0.5764321,0.0016655985,0.0057515637,0.06662124,0.00018892277,0.00008027166,0.000033785785,0.00003013913,0.34919652],"genre_scores_gemma":[0.99685705,0.000096976844,0.00016105975,0.00054252235,0.00001810618,0.000010500523,0.0000019962088,0.000002382712,0.002309428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9869571,0.008437161,0.00023529217,0.0005375018,0.0014186112,0.0024143786],"domain_scores_gemma":[0.92754024,0.051739767,0.0060031214,0.0018508831,0.0062373197,0.006628634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01943186,0.00018482457,0.00017655682,0.0014231259,0.0055397204,0.008562621,0.0009249591,0.0035407518,0.006391763],"category_scores_gemma":[0.035728313,0.00021749009,0.00034269603,0.0008920196,0.01806454,0.0064409915,0.0041269953,0.003284447,0.00020862534],"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":[0.00009326374,0.00033554604,0.045557745,0.0000567722,0.000026784548,0.00021914965,0.009958665,0.0018329428,0.00035533102,0.90877867,0.0028116691,0.029973473],"study_design_scores_gemma":[0.00016854632,0.000577487,0.23744193,0.0010990485,0.0001147082,0.00034871092,0.10956268,0.019366022,0.002422679,0.5464723,0.08220308,0.00022277393],"about_ca_topic_score_codex":0.06008334,"about_ca_topic_score_gemma":0.071022324,"teacher_disagreement_score":0.06008334,"about_ca_system_score_codex":0.01640942,"about_ca_system_score_gemma":0.030625705,"threshold_uncertainty_score":0.1194672},"labels":[],"label_agreement":null},{"id":"W4389282393","doi":"10.1016/j.marpol.2023.105964","title":"Assessing the performance of a participatory governance transformation in small-scale fisheries: A case study from Uruguay","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Comisión Sectorial de Investigación Científica; Consejo Superior de Investigaciones Científicas; Prix Inspiration Arctique; Agencia Nacional de Investigación e Innovación; Agencia Nacional de Investigación y Desarrollo; Dirección Nacional de Recursos Acuáticos","keywords":"Corporate governance; Business; Transformative learning; Stakeholder; Collaborative governance; Citizen journalism; Environmental resource management; Psychological resilience; Resilience (materials science); Public relations; Political science; Economics; Sociology; Psychology","score_opus":0.04336201813880124,"score_gpt":0.2924763862223224,"score_spread":0.24911436808352116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389282393","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":[0.99612266,0.00004747725,0.0002278634,0.00033265637,0.0000028774841,0.00007752011,0.000008687617,0.000002644459,0.0031776957],"genre_scores_gemma":[0.99896884,0.000031147647,0.00045106924,0.000033829223,0.0000014779364,0.000037570808,0.000008777373,0.0000016361761,0.00046574112],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99466693,0.0033385642,0.00014747768,0.00028973975,0.00032272228,0.001234478],"domain_scores_gemma":[0.99133015,0.0040090363,0.0011126966,0.00053926907,0.0014817705,0.0015269754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008966121,0.0003592041,0.00039815498,0.0008954859,0.0071578193,0.00293631,0.0010189227,0.0015259389,0.0017193436],"category_scores_gemma":[0.012515739,0.00025864088,0.00035962244,0.0010455133,0.00361152,0.0016995732,0.0037973172,0.0011734465,0.0001065933],"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":[0.00091804843,0.0025204592,0.5216757,0.00049227,0.00028693827,0.016251737,0.3202202,0.010619925,0.0075940425,0.033328433,0.0017289902,0.084363215],"study_design_scores_gemma":[0.000110947905,0.0020526785,0.5668141,0.0003319012,0.00016982436,0.0007923824,0.39998895,0.012527173,0.001652654,0.0035205747,0.011978158,0.00006054529],"about_ca_topic_score_codex":0.27748513,"about_ca_topic_score_gemma":0.38704452,"teacher_disagreement_score":0.27748513,"about_ca_system_score_codex":0.01308837,"about_ca_system_score_gemma":0.00965686,"threshold_uncertainty_score":0.55174},"labels":[],"label_agreement":null},{"id":"W4389497046","doi":"10.1016/j.marpol.2023.105958","title":"Arctic marine shipping development and governance in Canada: A historical overview","year":2023,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Ocean Frontier Institute","keywords":"Arctic; Indigenous; Corporate governance; Government (linguistics); Subsistence agriculture; Business; Collaborative governance; Political science; Whaling; Environmental planning; Environmental resource management; Economy; Geography; Oceanography; Economics; Ecology; Finance; Archaeology","score_opus":0.046159913227671864,"score_gpt":0.30039830253795524,"score_spread":0.25423838931028336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389497046","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":[0.11229564,0.59352106,0.0016748756,0.054439973,0.0012928762,0.000087992026,0.003347249,0.00009966904,0.23324065],"genre_scores_gemma":[0.46652767,0.4962123,0.0016395662,0.0029395171,0.0005460092,0.00004628251,0.0010835165,0.000060103263,0.03094507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99867487,0.00012232095,0.00005229221,0.00013768206,0.00041790126,0.0005949819],"domain_scores_gemma":[0.99707603,0.0004974587,0.00022493205,0.000043227046,0.0016668094,0.0004916136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015361147,0.0005782364,0.0004605798,0.0089438865,0.0085010715,0.010493615,0.001197258,0.0015406441,0.0037202218],"category_scores_gemma":[0.0026507566,0.0004171233,0.00040218473,0.031279087,0.006385373,0.002126023,0.0019333693,0.0020497025,0.00021892649],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014014474,0.0001424799,0.061805237,0.002831886,0.00015539661,0.00081220473,0.032085814,0.006471362,0.00044645602,0.5236892,0.08666696,0.2847529],"study_design_scores_gemma":[0.000006621804,0.000032800777,0.093066245,0.0029167593,0.000059764712,0.00018021495,0.019208688,0.00090017554,0.00022245386,0.009502234,0.8738196,0.000084321786],"about_ca_topic_score_codex":0.9946286,"about_ca_topic_score_gemma":0.99670875,"teacher_disagreement_score":0.1504605,"about_ca_system_score_codex":0.1504605,"about_ca_system_score_gemma":0.20665403,"threshold_uncertainty_score":0.9853454},"labels":[],"label_agreement":null},{"id":"W4391589755","doi":"10.1016/j.marpol.2024.106033","title":"What is the economic value of coastal and marine ecosystem services? A systematic literature review","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Ecosystem services; Recreation; Context (archaeology); Tourism; Provisioning; Fishing; Hectare; Geography; Environmental resource management; Value (mathematics); Total economic value; Coral reef; Millennium Ecosystem Assessment; Mangrove; Ecosystem; Business; Fishery; Political science; Ecology; Economics; Agriculture; Engineering","score_opus":0.004635831061175854,"score_gpt":0.22853806172293015,"score_spread":0.2239022306617543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391589755","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":[0.0083845835,0.9856742,0.0002722146,0.00260963,0.00014078066,0.000065964385,0.0011550428,0.0000038896183,0.0016938051],"genre_scores_gemma":[0.06433249,0.9335445,0.000611141,0.0008335561,0.00013003545,0.000103978855,0.0003233574,0.000004158452,0.00011676018],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9936407,0.002213782,0.0019383727,0.0004760091,0.0014742763,0.000256866],"domain_scores_gemma":[0.91827303,0.06935109,0.007885792,0.0006932254,0.0031308967,0.0006660275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012276577,0.0007268431,0.0022553909,0.020723945,0.00054146996,0.004296207,0.001329196,0.0019982953,0.0051603965],"category_scores_gemma":[0.067576565,0.00069214747,0.0030547192,0.024087531,0.0017673227,0.0045988597,0.0018872054,0.0013068644,0.00026104768],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044026427,0.00012049155,0.03216026,0.6692228,0.013741102,0.0005179078,0.0009639324,0.0011345613,0.0002771738,0.013227104,0.007910444,0.26028386],"study_design_scores_gemma":[0.00012514465,0.00018723318,0.051266793,0.82327133,0.028458193,0.0011472584,0.0037236281,0.00059940334,0.00023052027,0.00818426,0.082714766,0.0000915042],"about_ca_topic_score_codex":0.019452464,"about_ca_topic_score_gemma":0.0429152,"teacher_disagreement_score":0.020723945,"about_ca_system_score_codex":0.0062640877,"about_ca_system_score_gemma":0.01478679,"threshold_uncertainty_score":0.06492549},"labels":[],"label_agreement":null},{"id":"W4392436569","doi":"10.1016/j.marpol.2024.106060","title":"On thin ice: The Arctic Council’s uncertain future","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Oceanography; Arctic; The arctic; Arctic ice pack; Political science; Geography; Physical geography; Geology","score_opus":0.035397252696582164,"score_gpt":0.33553737122184507,"score_spread":0.3001401185252629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392436569","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":[0.052209057,0.014773956,0.00053403946,0.8223949,0.0060860324,0.000010453721,0.00020510274,0.000017999097,0.10376848],"genre_scores_gemma":[0.85050267,0.021238534,0.0007426125,0.09372452,0.0046290457,0.000054630396,0.00014106836,0.000055248176,0.028911687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962094,0.0014875869,0.00012513019,0.00023226527,0.00062492077,0.00132068],"domain_scores_gemma":[0.99078304,0.0035374446,0.00075689534,0.0002911176,0.0014975698,0.003134086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007501526,0.00033565814,0.00060862297,0.0008671688,0.0074882284,0.008921383,0.0011387261,0.008991877,0.005149786],"category_scores_gemma":[0.015729113,0.00020682496,0.00048704445,0.0010269915,0.006925331,0.006422237,0.0043160096,0.009291406,0.00068873836],"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":[0.00027331244,0.000090292684,0.0072439723,0.000281588,0.000077708246,0.00051755476,0.011070939,0.0022798225,0.00032400197,0.7285383,0.19012088,0.05918177],"study_design_scores_gemma":[0.000040189905,0.000091292844,0.015477401,0.00163707,0.000064585176,0.00014279221,0.049795434,0.0012992981,0.00035288333,0.28308946,0.6479112,0.00009849699],"about_ca_topic_score_codex":0.09963541,"about_ca_topic_score_gemma":0.13534024,"teacher_disagreement_score":0.09963541,"about_ca_system_score_codex":0.008005664,"about_ca_system_score_gemma":0.027754664,"threshold_uncertainty_score":0.19811094},"labels":[],"label_agreement":null},{"id":"W4393062435","doi":"10.1016/j.marpol.2024.106102","title":"The subsidy program for diesel oil prices for fishing vessels and its impacts on the labor market and fish production in Brazil","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","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 British Columbia","funders":"","keywords":"Fishing; Subsidy; Production (economics); Fishery; Business; Fish <Actinopterygii>; Economics; Market economy; Biology; Microeconomics","score_opus":0.02226488809068777,"score_gpt":0.26865821776904364,"score_spread":0.24639332967835587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393062435","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":[0.9838246,0.00047672767,0.00014173883,0.0029131316,0.000014882055,0.00001966992,0.0003663049,0.0000129747405,0.012229942],"genre_scores_gemma":[0.9984106,0.00014375492,0.00004288883,0.000071312694,0.000003866446,0.0000048958095,0.00005978326,0.0000017334248,0.0012611566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999496,0.00010703122,0.00001922063,0.00004964273,0.00008173322,0.0002464618],"domain_scores_gemma":[0.9981828,0.00072390976,0.00046440322,0.000077799945,0.0002542956,0.00029679234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068739866,0.000112925445,0.00025141874,0.0003529958,0.0005687068,0.0008629313,0.00043548484,0.0005494831,0.0026045598],"category_scores_gemma":[0.00393115,0.00016714627,0.0003116374,0.00048971496,0.00068830396,0.00041598122,0.0005972539,0.0006764505,0.00012849149],"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":[0.0005731344,0.00085914426,0.78390175,0.00035303185,0.00020003642,0.0016906322,0.0034798034,0.009111944,0.004622674,0.13515563,0.00804395,0.05200823],"study_design_scores_gemma":[0.0001556521,0.00029609725,0.9632814,0.00012699704,0.00017151755,0.00018401006,0.0041124485,0.0071883765,0.0010117099,0.0064405845,0.017006038,0.000025120211],"about_ca_topic_score_codex":0.28523672,"about_ca_topic_score_gemma":0.38681564,"teacher_disagreement_score":0.28523672,"about_ca_system_score_codex":0.0049612042,"about_ca_system_score_gemma":0.005753066,"threshold_uncertainty_score":0.5671529},"labels":[],"label_agreement":null},{"id":"W4393332756","doi":"10.1016/j.marpol.2024.106116","title":"Diversity, challenges, and opportunities of Fishery Improvement Projects in the Latin America and the Caribbean region","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Latin Americans; Caribbean region; Diversity (politics); Fishery; Geography; Political science; Biology","score_opus":0.1167432873698679,"score_gpt":0.2565879910929833,"score_spread":0.13984470372311542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393332756","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":[0.951431,0.0067780935,0.00023521765,0.017742448,0.000023421115,0.000021218582,0.00012271763,0.0000040879786,0.023641735],"genre_scores_gemma":[0.9950773,0.003063224,0.00020587843,0.000392886,0.000010470526,0.000018287883,0.00004513148,0.0000017432181,0.0011851669],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982791,0.00064454775,0.00006012047,0.000095769356,0.00020768907,0.0007127893],"domain_scores_gemma":[0.9974788,0.00086869183,0.0004541112,0.000059607224,0.00049279677,0.0006460118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027912613,0.00014546825,0.00023720066,0.0012642937,0.0026550007,0.0028678088,0.0006569793,0.0006844564,0.002127452],"category_scores_gemma":[0.0061850296,0.00009736326,0.00012650968,0.002719543,0.0020228154,0.0014738967,0.0032684044,0.0006540636,0.00005959123],"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":[0.0005024451,0.00028602206,0.5334088,0.0010116982,0.0001498259,0.002034507,0.082597055,0.0022788001,0.003968284,0.08260991,0.004630666,0.2865219],"study_design_scores_gemma":[0.00003259631,0.00013644423,0.66674536,0.0014587095,0.00004880595,0.00046870002,0.25499597,0.0011920092,0.0003908811,0.0113211535,0.0631741,0.000035288063],"about_ca_topic_score_codex":0.15964681,"about_ca_topic_score_gemma":0.2807315,"teacher_disagreement_score":0.15964681,"about_ca_system_score_codex":0.0046497043,"about_ca_system_score_gemma":0.010028069,"threshold_uncertainty_score":0.31743515},"labels":[],"label_agreement":null},{"id":"W4394675817","doi":"10.1016/j.marpol.2024.106129","title":"Blueprint for Blue Economy implementation","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of New Brunswick","funders":"","keywords":"Blueprint; Interdependence; Business; Process (computing); Sustainable development; Corporate governance; Process management; Environmental resource management; Sustainability; Environmental planning; Economics; Computer science; Political science; Engineering; Geography","score_opus":0.008589799663121865,"score_gpt":0.28796421661970195,"score_spread":0.2793744169565801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394675817","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":[0.004988221,0.0012688854,0.013779751,0.7081587,0.01160476,0.00032314053,0.00040860206,0.0011489337,0.258319],"genre_scores_gemma":[0.14310472,0.00129218,0.023748294,0.34560934,0.0021441916,0.0010506465,0.00048799228,0.00092483615,0.48163784],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.971467,0.007697919,0.0009816193,0.0019734465,0.011344154,0.0065358463],"domain_scores_gemma":[0.9417669,0.014929981,0.0016206504,0.0054544695,0.01843817,0.017789783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02443085,0.00080955727,0.00073329394,0.0021516413,0.006539234,0.020373007,0.0027207008,0.030260442,0.057566766],"category_scores_gemma":[0.06790282,0.0008956962,0.0011168581,0.0016066167,0.0071875346,0.010357672,0.013349458,0.023571951,0.014218956],"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":[0.000037239417,0.00022873525,0.0006213179,0.00010477513,0.000014264297,0.0001723144,0.0006776688,0.00048094444,0.0004021642,0.45777237,0.4983509,0.04113733],"study_design_scores_gemma":[0.000066194945,0.00006510769,0.0024597587,0.0003887087,0.000008783262,0.000070892645,0.0012977573,0.00083328504,0.0005488246,0.18179928,0.81239235,0.000069160065],"about_ca_topic_score_codex":0.02178458,"about_ca_topic_score_gemma":0.025162132,"teacher_disagreement_score":0.057566766,"about_ca_system_score_codex":0.011264847,"about_ca_system_score_gemma":0.094306506,"threshold_uncertainty_score":0.19257998},"labels":[],"label_agreement":null},{"id":"W4396241016","doi":"10.1016/j.marpol.2024.106155","title":"Global habitat predictions to inform spatiotemporal fisheries management: Initial steps within the framework","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","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":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fundação para a Ciência e a Tecnologia; Università degli Studi di Palermo; Centro de Ciências do Mar; National Aeronautics and Space Administration","keywords":"Fishing; Habitat; Fisheries management; Bycatch; Environmental resource management; Fishery; Ecosystem; Ecosystem-based management; Process (computing); Critical habitat; Business; Computer science; Environmental science; Ecology; Endangered species; Biology","score_opus":0.0102418899843022,"score_gpt":0.27677495062353685,"score_spread":0.26653306063923465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396241016","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":[0.35022154,0.0025063306,0.5964759,0.017200917,0.00015548052,0.00028504722,0.0034465876,0.0012440808,0.02846416],"genre_scores_gemma":[0.82761115,0.0010577985,0.16941376,0.0003352771,0.000031559764,0.00011240041,0.00073611137,0.00012013703,0.00058183825],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993954,0.00033683525,0.00004495391,0.00009502424,0.000075789336,0.00005205593],"domain_scores_gemma":[0.9976471,0.0009746931,0.00029919774,0.00046265146,0.00043667984,0.00017965834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004178748,0.00063278875,0.00039156424,0.0009374673,0.00040283625,0.0022197424,0.0012884579,0.0006284898,0.0021130836],"category_scores_gemma":[0.008335672,0.00034888554,0.0004331599,0.000810419,0.0009551516,0.003189242,0.0019609446,0.00079141837,0.00023800578],"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":[0.00008239238,0.00015306905,0.10964978,0.00027497383,0.00026834573,0.00020224084,0.0005640902,0.65196645,0.0024549952,0.06641481,0.0033998592,0.16456895],"study_design_scores_gemma":[0.000019280624,0.00014219861,0.02922618,0.00041072123,0.000113008566,0.00005697361,0.0016262367,0.8559853,0.0021234807,0.09536698,0.014857459,0.00007208915],"about_ca_topic_score_codex":0.026036743,"about_ca_topic_score_gemma":0.03832105,"teacher_disagreement_score":0.026036743,"about_ca_system_score_codex":0.0015641369,"about_ca_system_score_gemma":0.002313653,"threshold_uncertainty_score":0.05177039},"labels":[],"label_agreement":null},{"id":"W4396601378","doi":"10.1016/j.marpol.2024.106182","title":"Governing the global fisheries commons","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Commons; Fishery; Global commons; Business; Fisheries law; Fisheries management; Natural resource economics; Political science; Fishing; Economics; Ecology; Biology; Law","score_opus":0.006962186820758517,"score_gpt":0.2300135460382816,"score_spread":0.2230513592175231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396601378","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":[0.1366764,0.0038716164,0.10485158,0.060534254,0.0007176627,0.00024439584,0.00041900278,0.00030072528,0.69238436],"genre_scores_gemma":[0.9525493,0.0015309465,0.009797459,0.004604468,0.00040641645,0.00023543507,0.00012283644,0.00007629381,0.030676872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982322,0.00043540087,0.0000802545,0.0004486502,0.0003926516,0.00041086203],"domain_scores_gemma":[0.9977035,0.0010025128,0.00022364837,0.000542348,0.0002248432,0.0003033197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036582472,0.00029815707,0.00039309263,0.000982899,0.0024057627,0.004624996,0.0010812404,0.0020451916,0.0085348105],"category_scores_gemma":[0.0048286077,0.00022865138,0.0005135236,0.000846021,0.011652044,0.0045840577,0.0067194686,0.0024324663,0.00055867695],"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":[0.000005020397,0.0000071882946,0.0008090754,0.00002246624,0.000011188915,0.00008038222,0.0006064823,0.002125454,0.00040710854,0.9853081,0.0023278673,0.0082897935],"study_design_scores_gemma":[0.0000059393533,0.0000067440474,0.0010372149,0.00006352135,0.000007747633,0.000032916938,0.00043826975,0.001846585,0.00022896174,0.9422471,0.054074693,0.0000102671775],"about_ca_topic_score_codex":0.008695874,"about_ca_topic_score_gemma":0.010292628,"teacher_disagreement_score":0.008695874,"about_ca_system_score_codex":0.0036731337,"about_ca_system_score_gemma":0.0060535898,"threshold_uncertainty_score":0.028551817},"labels":[],"label_agreement":null},{"id":"W4399079747","doi":"10.1016/j.marpol.2024.106221","title":"Seeking clarity on transparency in fisheries governance and management","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":19,"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; Oceans Limited (Canada)","funders":"","keywords":"CLARITY; Transparency (behavior); Corporate governance; Business; Fisheries management; Fishery; Environmental resource management; Fishing; Political science; Economics; Law; Finance; Biology","score_opus":0.018272841607364792,"score_gpt":0.26357503478419975,"score_spread":0.24530219317683497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399079747","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026611626,0.016240269,0.07435397,0.7573041,0.00249446,0.000107349915,0.000072578005,0.00007118358,0.12274447],"genre_scores_gemma":[0.8975478,0.0127771245,0.027199218,0.053290237,0.002388331,0.00025701968,0.000056181023,0.00010728663,0.0063767415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.874779,0.08941727,0.006916019,0.0047222856,0.019016724,0.0051488313],"domain_scores_gemma":[0.7783214,0.1853381,0.014507643,0.007274143,0.011282186,0.0032765847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10754077,0.000799835,0.0011552359,0.004414778,0.015338203,0.027133096,0.0031450132,0.019496934,0.0025273606],"category_scores_gemma":[0.13083181,0.0009525943,0.0012761549,0.0051478804,0.07321636,0.036820453,0.020222798,0.024333727,0.0005180577],"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":[0.000008945927,0.000007131437,0.00023951766,0.00011718287,0.000006825429,0.00010750967,0.02812696,0.00031801005,0.00022284809,0.9627608,0.0024530655,0.005631245],"study_design_scores_gemma":[0.0000135223745,0.000028394532,0.0006150357,0.0015289364,0.000020074953,0.00015947685,0.01828569,0.0008740965,0.00057377625,0.87458324,0.103246935,0.00007086042],"about_ca_topic_score_codex":0.009317937,"about_ca_topic_score_gemma":0.006171928,"teacher_disagreement_score":0.10754077,"about_ca_system_score_codex":0.017264389,"about_ca_system_score_gemma":0.02537105,"threshold_uncertainty_score":0.5687368},"labels":[],"label_agreement":null},{"id":"W4399796019","doi":"10.1016/j.marpol.2024.106250","title":"Marine connectivity conservation: Guidance for MPA and MPA network design and management","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Marine protected area; Environmental resource management; Business; Environmental science; Ecology; Biology; Habitat","score_opus":0.01876977816157827,"score_gpt":0.251356970109749,"score_spread":0.23258719194817074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399796019","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008354894,0.0072916686,0.29690257,0.2807907,0.0033205922,0.003600163,0.008540897,0.0070585613,0.38413993],"genre_scores_gemma":[0.11125349,0.008724618,0.7298283,0.027922716,0.0013602191,0.0045730295,0.0053363172,0.0013199642,0.10968134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946443,0.002329747,0.0005059806,0.00028272503,0.0017913218,0.00044596073],"domain_scores_gemma":[0.97304565,0.0077638044,0.002108585,0.0019238843,0.012481414,0.00267673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014710986,0.0015976743,0.000878766,0.0048610996,0.002674944,0.005705713,0.004686967,0.0071147354,0.030490788],"category_scores_gemma":[0.055928983,0.0010375234,0.00096730987,0.0037240554,0.0022958422,0.004773668,0.0034048916,0.0040485505,0.00725117],"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":[0.000022238384,0.00015842538,0.003317364,0.00023765235,0.00001956696,0.00010810298,0.0004957358,0.009133028,0.00030921985,0.04532059,0.8108039,0.13007413],"study_design_scores_gemma":[0.00011098497,0.00010039439,0.011134101,0.0035328313,0.00010225858,0.000357661,0.0020088456,0.025758369,0.0007446309,0.13694796,0.81908125,0.0001207172],"about_ca_topic_score_codex":0.091002345,"about_ca_topic_score_gemma":0.25944614,"teacher_disagreement_score":0.091002345,"about_ca_system_score_codex":0.005969823,"about_ca_system_score_gemma":0.026635317,"threshold_uncertainty_score":0.18094528},"labels":[],"label_agreement":null},{"id":"W4399887900","doi":"10.1016/j.marpol.2024.106249","title":"Building collaborative monitoring programs to manage for ecological sustainability in multi-use marine protected areas: Parks Canada’s national marine conservation areas","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laskeek Bay Conservation Society; Nunavut Research Institute; Parks Canada","funders":"New Mexico Chile Association; ImPACT Applications","keywords":"Sustainability; Marine protected area; Environmental resource management; Marine conservation; Business; Environmental planning; Marine reserve; National park; Geography; Ecology; Environmental science; Habitat","score_opus":0.023704909138273465,"score_gpt":0.29661986907977994,"score_spread":0.2729149599415065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399887900","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":[0.6457734,0.0028056714,0.04379857,0.080884896,0.0013468207,0.013529675,0.0041350937,0.0021784003,0.20554754],"genre_scores_gemma":[0.85728043,0.0011742383,0.09254483,0.007747246,0.00013414052,0.0041161287,0.0027669584,0.00015385507,0.03408223],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9913795,0.0021032703,0.00029635784,0.0009822302,0.0027366476,0.0025020093],"domain_scores_gemma":[0.95653147,0.0032837882,0.0027748784,0.0030652776,0.017137907,0.017206673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015688326,0.0007013993,0.00048093812,0.0037240447,0.010664327,0.004661148,0.003971127,0.0016083408,0.005276246],"category_scores_gemma":[0.019746087,0.0006254796,0.0007292889,0.0030441773,0.0015600229,0.0031542054,0.0073638,0.00271177,0.00054568873],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013534371,0.0021773702,0.4083056,0.00034760547,0.00026029247,0.0003510964,0.008440899,0.004065251,0.0038551658,0.006685256,0.12998676,0.43538943],"study_design_scores_gemma":[0.00016501926,0.00051321986,0.7427858,0.00082440884,0.00027172302,0.00017691997,0.033140387,0.0109352805,0.0033117735,0.0038574706,0.20387238,0.00014554817],"about_ca_topic_score_codex":0.91124994,"about_ca_topic_score_gemma":0.9700711,"teacher_disagreement_score":0.088750064,"about_ca_system_score_codex":0.03141644,"about_ca_system_score_gemma":0.24386889,"threshold_uncertainty_score":0.2279433},"labels":[],"label_agreement":null},{"id":"W4401393573","doi":"10.1016/j.marpol.2024.106328","title":"Access and well-being in small-scale fisheries","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Scale (ratio); Business; Geography; Biology; Cartography","score_opus":0.0077626883118865,"score_gpt":0.236916534154637,"score_spread":0.2291538458427505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401393573","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":[0.9863247,0.0004786393,0.000102939375,0.0023015232,0.000018585337,0.000006997574,0.00008720768,0.0000017239742,0.010677677],"genre_scores_gemma":[0.9990693,0.00010802172,0.000013916644,0.000063172956,0.0000074696304,0.0000031319094,0.000017491977,5.1929277e-7,0.0007170141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993728,0.00022661095,0.000025964096,0.000045279896,0.000035046633,0.00029434214],"domain_scores_gemma":[0.9947568,0.0013457022,0.00097291305,0.00013221815,0.00026693367,0.002525433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009097167,0.00015172036,0.0002501505,0.00077382097,0.0013407712,0.0018848905,0.00032242882,0.0011133399,0.0068121823],"category_scores_gemma":[0.0037910219,0.00011790312,0.00029717688,0.001044888,0.002520013,0.0018018426,0.001868255,0.0011299945,0.00025748275],"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":[0.0007656529,0.0016055349,0.92239857,0.00009234669,0.00019218092,0.0011420349,0.006613191,0.0025453267,0.0006176467,0.034688476,0.0016880627,0.027650967],"study_design_scores_gemma":[0.00001442678,0.00029230534,0.96044225,0.000059558926,0.000030370504,0.00011248887,0.0143010365,0.0007130327,0.000102255486,0.02148213,0.002428057,0.00002215449],"about_ca_topic_score_codex":0.024011817,"about_ca_topic_score_gemma":0.06610554,"teacher_disagreement_score":0.024011817,"about_ca_system_score_codex":0.0012842598,"about_ca_system_score_gemma":0.00088592013,"threshold_uncertainty_score":0.047744095},"labels":[],"label_agreement":null},{"id":"W4402077922","doi":"10.1016/j.marpol.2024.106364","title":"Assessments of expected MPA outcomes can inform and improve biodiversity conservation: Case studies using The MPA Guide","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Parks and Wilderness Society","funders":"Fuel Cell Technologies Program; Fondation de France; European Commission; National Science Foundation; Pew Charitable Trusts; Fundação para a Ciência e a Tecnologia; Biodiversa+; Oregon State University; Agence Nationale de la Recherche; National Aeronautics and Space Administration; National Geographic Society","keywords":"Convention on Biological Diversity; Marine protected area; Biodiversity; Environmental resource management; Quality (philosophy); Marine conservation; Business; Environmental planning; Diversity (politics); Environmental science; Ecology; Political science; Habitat","score_opus":0.0453085508694956,"score_gpt":0.3446724061188933,"score_spread":0.29936385524939774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402077922","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":[0.79804724,0.013963065,0.057001,0.02611108,0.0003971339,0.0033346296,0.002618825,0.00019176425,0.0983354],"genre_scores_gemma":[0.93059987,0.005793093,0.05685895,0.0017651699,0.0000669951,0.0019289122,0.00048746497,0.000074491436,0.0024249833],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.94476414,0.04720258,0.0026770418,0.0013127266,0.0029423276,0.0011011182],"domain_scores_gemma":[0.83060193,0.13684998,0.008785571,0.007444419,0.014748535,0.0015695901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07740491,0.0005962677,0.0007072399,0.0051297676,0.003978744,0.005234991,0.0028040253,0.002445153,0.0028023485],"category_scores_gemma":[0.14231059,0.0006384821,0.0012221803,0.010389374,0.00497456,0.009847085,0.0061523383,0.0036139712,0.00028609097],"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":[0.00044616492,0.0011897322,0.2552357,0.004777878,0.0007816129,0.00851593,0.27473107,0.011799788,0.0008811373,0.10698004,0.031446338,0.30321458],"study_design_scores_gemma":[0.00021761522,0.0020181742,0.20649347,0.016352179,0.0011419095,0.003010313,0.39762333,0.016188633,0.0027959382,0.06830925,0.28536382,0.00048530407],"about_ca_topic_score_codex":0.02694189,"about_ca_topic_score_gemma":0.085321225,"teacher_disagreement_score":0.07740491,"about_ca_system_score_codex":0.0063191084,"about_ca_system_score_gemma":0.0060574124,"threshold_uncertainty_score":0.40936118},"labels":[],"label_agreement":null},{"id":"W4402289448","doi":"10.1016/j.marpol.2024.106387","title":"Linking catch reconstructions with downstream supply chain nodes can help strengthen management actions in favour of just, sustainable and resilient futures","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","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":"Fisheries and Oceans Canada","funders":"","keywords":"Futures contract; Downstream (manufacturing); Business; Supply chain; Natural resource economics; Supply chain management; Environmental resource management; Environmental planning; Industrial organization; Environmental economics; Environmental science; Economics; Finance; Marketing","score_opus":0.010775292284953851,"score_gpt":0.25638650930932605,"score_spread":0.2456112170243722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402289448","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":[0.5285842,0.0036094738,0.21879981,0.0061835325,0.00033896568,0.00093835953,0.102192566,0.0011047712,0.13824834],"genre_scores_gemma":[0.73714757,0.0036722345,0.1655779,0.00027050014,0.00007700149,0.00089976884,0.079353735,0.00048709623,0.0125142615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735427,0.0009235306,0.00041158576,0.0005715038,0.00055266626,0.00018652067],"domain_scores_gemma":[0.9702012,0.0126756625,0.008695839,0.004144462,0.003666345,0.0006166135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005470621,0.0008578553,0.0005577381,0.01526788,0.001331308,0.003541001,0.0018034359,0.0011670125,0.019084906],"category_scores_gemma":[0.030251468,0.0005696054,0.00082813634,0.025056329,0.0011107266,0.01022588,0.0050138105,0.001957491,0.003366267],"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":[0.00026386217,0.00020370174,0.5978339,0.0021710247,0.00038029504,0.0013191864,0.020342803,0.020791626,0.0024084926,0.08268376,0.021457653,0.25014365],"study_design_scores_gemma":[0.00001877435,0.00017561771,0.3973003,0.002951967,0.0002900548,0.0006864082,0.048239164,0.018838653,0.0049076644,0.08332303,0.4429949,0.00027350755],"about_ca_topic_score_codex":0.015790118,"about_ca_topic_score_gemma":0.038527783,"teacher_disagreement_score":0.019084906,"about_ca_system_score_codex":0.0025766385,"about_ca_system_score_gemma":0.0027245656,"threshold_uncertainty_score":0.06384534},"labels":[],"label_agreement":null},{"id":"W4402329052","doi":"10.1016/j.marpol.2024.106385","title":"Fisheries in flux: Bridging science and policy for climate-resilient management of US fisheries under distributional change","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"School of Aquatic and Fishery Sciences","keywords":"Fisheries science; Bridging (networking); Fisheries management; Fishery; Fisheries law; Climate change; Environmental resource management; Environmental science; Oceanography; Fishing; Biology; Computer science; Geology","score_opus":0.02644779583878157,"score_gpt":0.302389073547921,"score_spread":0.2759412777091394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402329052","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":[0.104237765,0.005448343,0.038440928,0.67165434,0.0030240705,0.0006682896,0.00043182867,0.0001945237,0.17589991],"genre_scores_gemma":[0.90785867,0.0065612043,0.042251546,0.026866427,0.0006838868,0.0013426361,0.0002942696,0.000110993766,0.014030306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98280084,0.013034368,0.00038997465,0.0007467721,0.0014399819,0.0015880214],"domain_scores_gemma":[0.97627467,0.016508479,0.0010397016,0.0012486854,0.0022887664,0.002639619],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.040264893,0.0006484113,0.0004910181,0.0020292278,0.010888453,0.015702985,0.00198799,0.007414077,0.01404339],"category_scores_gemma":[0.042316206,0.00031850534,0.0008010314,0.0021209095,0.007920013,0.018238995,0.015310804,0.006683142,0.00090535596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039245488,0.0008231367,0.015127671,0.0014699392,0.00009694468,0.0012787749,0.08532459,0.0048994124,0.0039995327,0.5457062,0.082195565,0.2586859],"study_design_scores_gemma":[0.000040545332,0.00026826764,0.0107718315,0.0030309246,0.00004855372,0.00019946208,0.235334,0.002717976,0.0027485988,0.29335904,0.45136452,0.00011619739],"about_ca_topic_score_codex":0.0057603945,"about_ca_topic_score_gemma":0.0102767665,"teacher_disagreement_score":0.98911154,"about_ca_system_score_codex":0.00958276,"about_ca_system_score_gemma":0.04119452,"threshold_uncertainty_score":0.21294361},"labels":[],"label_agreement":null},{"id":"W4402329596","doi":"10.1016/j.marpol.2024.106363","title":"Centering community values in marine planning","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Wildlife Fund Canada; University of British Columbia; Fisheries and Oceans Canada; Providence Health Care","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Mitacs","keywords":"Environmental planning; Business; Environmental resource management; Geography; Environmental science","score_opus":0.018144775223894405,"score_gpt":0.2795845226852232,"score_spread":0.2614397474613288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402329596","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":[0.41241992,0.003533183,0.084901586,0.08676022,0.00053476146,0.0007831385,0.00011567967,0.00014015964,0.41081125],"genre_scores_gemma":[0.9841118,0.00052787416,0.012114318,0.0008003018,0.000030310444,0.00012588504,0.000014777851,0.000021801374,0.0022529922],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.982357,0.014564994,0.0002561476,0.00053291954,0.0011494941,0.0011394587],"domain_scores_gemma":[0.98128545,0.011870088,0.0010311352,0.0013906228,0.0015623508,0.00286026],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018538615,0.0003324077,0.00029296923,0.0022816304,0.014594218,0.010068967,0.0017987192,0.0018553283,0.0057272916],"category_scores_gemma":[0.02155993,0.00036169004,0.00029716158,0.0022947064,0.026330806,0.0074655428,0.01779551,0.00336901,0.00028892388],"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":[0.000042827472,0.00017041499,0.012138844,0.0005119632,0.000047992544,0.00095790304,0.4910153,0.0017652423,0.00088612805,0.3065739,0.0072910828,0.17859846],"study_design_scores_gemma":[0.000021145408,0.00009583632,0.007820094,0.0009797195,0.00003263728,0.00029444933,0.49169526,0.0019480073,0.00085087685,0.29185513,0.2043387,0.00006816317],"about_ca_topic_score_codex":0.02348413,"about_ca_topic_score_gemma":0.068697125,"teacher_disagreement_score":0.9854058,"about_ca_system_score_codex":0.011953863,"about_ca_system_score_gemma":0.02857969,"threshold_uncertainty_score":0.09804273},"labels":[],"label_agreement":null},{"id":"W4402347665","doi":"10.1016/j.marpol.2024.106360","title":"From design to implementation: Lessons from planning the first marine protected area network in Canada","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Innovative Targeting Solutions (Canada); Government of British Columbia; Fisheries and Oceans Canada; BC Centre for Aquatic Health Sciences; Natural Sciences and Engineering Research Council of Canada; University of Victoria; First Nations University of Canada","funders":"Government of Canada; Gordon and Betty Moore Foundation","keywords":"Marine protected area; Environmental planning; Network planning and design; Environmental resource management; Geography; Political science; Business; Computer science; Telecommunications; Ecology; Environmental science; Biology","score_opus":0.028838554578978583,"score_gpt":0.27584891803177686,"score_spread":0.24701036345279828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402347665","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":[0.28708184,0.011098971,0.09436425,0.13812312,0.00084247167,0.006562359,0.00085878774,0.00091889297,0.4601493],"genre_scores_gemma":[0.83594495,0.00644676,0.11457909,0.004378914,0.000053643875,0.001370735,0.00050155655,0.00033222997,0.03639213],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9720558,0.011824654,0.0008033253,0.0022179254,0.0069223237,0.0061759665],"domain_scores_gemma":[0.97336495,0.008827522,0.00074724405,0.001809402,0.009115697,0.0061352244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02299842,0.0011222386,0.00061981176,0.0022306142,0.026500449,0.017271137,0.005460624,0.0033230737,0.004126801],"category_scores_gemma":[0.032714114,0.0009411541,0.0009299156,0.0037956743,0.018914187,0.005386164,0.008439914,0.005333574,0.0005295754],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00017136325,0.00064369076,0.029626789,0.0016760984,0.00015385986,0.0033492711,0.19910158,0.04322955,0.0016492405,0.191963,0.055935428,0.4725001],"study_design_scores_gemma":[0.00024467107,0.0005071748,0.030951817,0.0035878455,0.00023982134,0.00058660185,0.27726144,0.020627117,0.0032683786,0.08717308,0.57517517,0.00037688483],"about_ca_topic_score_codex":0.97830164,"about_ca_topic_score_gemma":0.9896679,"teacher_disagreement_score":0.74710935,"about_ca_system_score_codex":0.25289065,"about_ca_system_score_gemma":0.44001117,"threshold_uncertainty_score":0.86654097},"labels":[],"label_agreement":null},{"id":"W4403183602","doi":"10.1016/j.marpol.2024.106419","title":"Measurements, mechanisms, and management recommendations for how marine protected areas can provide climate resilience","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Victoria","funders":"California Ocean Protection Council; David and Lucile Packard Foundation","keywords":"Resilience (materials science); Environmental resource management; Marine protected area; Climate change; Environmental planning; Environmental science; Oceanography; Geography; Ecology; Geology; Biology","score_opus":0.026137973091566413,"score_gpt":0.26090106110156597,"score_spread":0.23476308800999957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403183602","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":[0.3015768,0.014607595,0.063819446,0.27680683,0.0018451049,0.001057818,0.007507589,0.00092709955,0.33185172],"genre_scores_gemma":[0.9725103,0.0026585907,0.017780578,0.0026185378,0.0001330655,0.0003476467,0.000558972,0.00005054876,0.003341748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.994491,0.0026714588,0.00030381192,0.0006834002,0.00088998786,0.00096036465],"domain_scores_gemma":[0.97769576,0.007008815,0.0056156544,0.0032582334,0.004429648,0.001991905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012238946,0.0009869952,0.0005349661,0.0029537012,0.0022768236,0.0071645756,0.0023905253,0.0030533834,0.017307507],"category_scores_gemma":[0.039452422,0.000466157,0.00082529295,0.0029499216,0.0044971053,0.010230098,0.0030693803,0.002615946,0.0011020661],"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":[0.00039126983,0.0007127341,0.25214136,0.0014590607,0.0005666015,0.0002953547,0.00302278,0.025428124,0.0051549724,0.45093748,0.05878927,0.20110108],"study_design_scores_gemma":[0.00009111143,0.0004418946,0.3683675,0.003289232,0.0005533362,0.00029866767,0.032449078,0.020950826,0.004337286,0.48305014,0.08580996,0.00036094603],"about_ca_topic_score_codex":0.023139998,"about_ca_topic_score_gemma":0.044787668,"teacher_disagreement_score":0.023139998,"about_ca_system_score_codex":0.006386402,"about_ca_system_score_gemma":0.008972589,"threshold_uncertainty_score":0.06472653},"labels":[],"label_agreement":null},{"id":"W4403296944","doi":"10.1016/j.marpol.2024.106421","title":"Advancing gender equality in international ocean science: Participatory approaches for institutional actions","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Gender Politics and Representation","field":"Social Sciences","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":"Fisheries and Oceans Canada","keywords":"Citizen journalism; Gender equality; Political science; Ocean science; Participatory action research; Oceanography; Sociology; Gender studies; Geology; Anthropology; Law","score_opus":0.27524071720169785,"score_gpt":0.46922378820359745,"score_spread":0.1939830710018996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403296944","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.097037,0.008598315,0.34695613,0.14706357,0.0016773156,0.00405984,0.00018743619,0.0002083548,0.39421198],"genre_scores_gemma":[0.8655036,0.0029081325,0.111808054,0.00547109,0.00021201289,0.0043168846,0.000066520755,0.000114869516,0.009598897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.80145437,0.18480127,0.0016167979,0.0039039783,0.00521076,0.0030127137],"domain_scores_gemma":[0.90387714,0.07927864,0.003486179,0.007266954,0.0034646583,0.0026265292],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.14103848,0.0010678383,0.0009025258,0.004260158,0.020136384,0.019157523,0.003365149,0.0037542665,0.0062234504],"category_scores_gemma":[0.05975582,0.00075774704,0.0010191518,0.003752448,0.07098849,0.015162282,0.027583696,0.007553176,0.00065790693],"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":[0.000037424998,0.00014108537,0.0017196031,0.0005244433,0.000031260275,0.00022288626,0.38946944,0.0008488073,0.00047307624,0.53594124,0.0028857563,0.06770494],"study_design_scores_gemma":[0.000047171707,0.00013515005,0.0013290402,0.0017059958,0.0000289826,0.00013535513,0.3049454,0.0009821982,0.0007639824,0.5456611,0.14420673,0.000058883434],"about_ca_topic_score_codex":0.0045623444,"about_ca_topic_score_gemma":0.009259641,"teacher_disagreement_score":0.8589615,"about_ca_system_score_codex":0.01581238,"about_ca_system_score_gemma":0.03232889,"threshold_uncertainty_score":0.7458917},"labels":[],"label_agreement":null},{"id":"W4403315564","doi":"10.1016/j.marpol.2024.106418","title":"Human-ocean relationships: Exploring alignment and collaboration between ocean literacy research and marine conservation","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":14,"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":"Cardiff University; UK Research and Innovation","keywords":"Literacy; Oceanography; Marine conservation; Marine species; Marine research; Geography; Marine protected area; Environmental resource management; Fishery; Political science; Environmental science; Ecology; Biology; Geology","score_opus":0.1039256883904338,"score_gpt":0.35495743630688825,"score_spread":0.25103174791645444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403315564","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":[0.78214854,0.00994567,0.0141188195,0.06170874,0.0003743308,0.00028234287,0.00019774534,0.00005486715,0.13116892],"genre_scores_gemma":[0.99142283,0.0021963015,0.002607547,0.0019111348,0.0000502811,0.00013449558,0.000057438927,0.000027968254,0.0015921178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94550675,0.046750262,0.0009165746,0.0022276046,0.0022021215,0.002396646],"domain_scores_gemma":[0.91355,0.07061781,0.004679443,0.0025296225,0.0032079078,0.0054152627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03573925,0.0002654228,0.00074587937,0.005749126,0.013943825,0.015220943,0.0015143862,0.0021046274,0.0061946716],"category_scores_gemma":[0.057882078,0.0003741935,0.00039150528,0.007032973,0.024731953,0.015856512,0.031036137,0.0036774708,0.0003207383],"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":[0.000014690445,0.000045680783,0.01996069,0.00021003083,0.00001669375,0.00024397297,0.9246705,0.00008805462,0.00009215064,0.026198518,0.0011845621,0.027274407],"study_design_scores_gemma":[0.000004636148,0.000020332995,0.007896939,0.0005239432,0.0000094219195,0.000074449235,0.9493044,0.00019329973,0.000052953666,0.014928038,0.026975721,0.000015932057],"about_ca_topic_score_codex":0.017636638,"about_ca_topic_score_gemma":0.031399313,"teacher_disagreement_score":0.03573925,"about_ca_system_score_codex":0.007488306,"about_ca_system_score_gemma":0.018832179,"threshold_uncertainty_score":0.18900955},"labels":[],"label_agreement":null},{"id":"W4403372080","doi":"10.1016/j.marpol.2024.106420","title":"Future-proofing the global system of marine protected areas: Integrating climate change into planning and management","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","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":"Fisheries and Oceans Canada","funders":"","keywords":"Climate change; Marine protected area; Environmental resource management; Environmental planning; Geography; Environmental science; Oceanography; Ecology; Geology; Biology","score_opus":0.009604301461128091,"score_gpt":0.24736913430343793,"score_spread":0.23776483284230984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403372080","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":[0.013977557,0.52670014,0.03574696,0.32979044,0.0092795305,0.00022604821,0.00027414563,0.0003024894,0.08370271],"genre_scores_gemma":[0.2436202,0.620441,0.07577516,0.040697165,0.0034807962,0.00037076688,0.0006174503,0.000309251,0.014688185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927153,0.0039930893,0.00041519437,0.0004511836,0.0018529432,0.0005723691],"domain_scores_gemma":[0.9868738,0.0069839815,0.0011423783,0.00083955645,0.002850168,0.0013101617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016196579,0.000510498,0.0005416496,0.0017697209,0.002099769,0.006362018,0.0022754257,0.0029224467,0.005740019],"category_scores_gemma":[0.020475239,0.0003629494,0.000704867,0.0026233853,0.0052153314,0.012001095,0.005106396,0.0052137016,0.0011290412],"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":[0.000041486182,0.000098693636,0.0036062475,0.013301387,0.00013239632,0.0006241081,0.02105527,0.0027538517,0.0027117922,0.13098094,0.11068628,0.7140075],"study_design_scores_gemma":[0.000004492796,0.000049808063,0.003237108,0.0078155715,0.000042725318,0.0002351731,0.008283374,0.00032935236,0.0007199204,0.027501965,0.95173085,0.000049626182],"about_ca_topic_score_codex":0.014332697,"about_ca_topic_score_gemma":0.037078116,"teacher_disagreement_score":0.016196579,"about_ca_system_score_codex":0.005860052,"about_ca_system_score_gemma":0.023474356,"threshold_uncertainty_score":0.0856567},"labels":[],"label_agreement":null},{"id":"W4403375210","doi":"10.1016/j.marpol.2024.106445","title":"Different coasts for different folks: Place-based community values and experience mediate social acceptability of low-trophic aquaculture","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Mining and Resource Management","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Trophic level; Aquaculture; Fishery; Ecology; Fish <Actinopterygii>; Biology","score_opus":0.015246188253406906,"score_gpt":0.27074571075273823,"score_spread":0.25549952249933133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403375210","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":[0.9957295,0.00006656922,0.00008159017,0.00022545284,0.000007855476,0.000010603663,0.000013970978,0.0000021707988,0.003862219],"genre_scores_gemma":[0.99910957,0.00006456138,0.000078813784,0.0000851588,0.0000023348523,0.0000060264288,0.000012436755,0.0000028662425,0.00063815434],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99837756,0.000808528,0.00005462013,0.0001380016,0.00026260928,0.00035858576],"domain_scores_gemma":[0.993705,0.0020242666,0.0014152902,0.0002137337,0.0007843452,0.00185732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019320181,0.00027221377,0.0003150387,0.0006442914,0.0034671552,0.0040990063,0.00058162276,0.00075149426,0.005450275],"category_scores_gemma":[0.005988823,0.000338809,0.00034933435,0.00038803264,0.0053512775,0.0014826865,0.0027845798,0.0013230728,0.0003188061],"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":[0.00019317653,0.00032673674,0.42270306,0.00013351285,0.00008933938,0.0010250756,0.5603132,0.00008479757,0.0014441311,0.00091026066,0.0009537344,0.01182291],"study_design_scores_gemma":[0.000014081722,0.00012591244,0.43401203,0.00016284865,0.00003558993,0.00019640826,0.5619469,0.00019489818,0.00009748093,0.00033394448,0.0028312216,0.00004873635],"about_ca_topic_score_codex":0.18386969,"about_ca_topic_score_gemma":0.3053328,"teacher_disagreement_score":0.18386969,"about_ca_system_score_codex":0.0026549324,"about_ca_system_score_gemma":0.0023621763,"threshold_uncertainty_score":0.36559892},"labels":[],"label_agreement":null},{"id":"W4403482719","doi":"10.1016/j.marpol.2024.106424","title":"Local perceptions of marine conservation aquaculture for the restoration of native Atlantic salmon (Salmo salar) in Downeast, Maine","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","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":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Salmo; Fishery; Aquaculture; Geography; Fish <Actinopterygii>; Biology","score_opus":0.011278393092663442,"score_gpt":0.2586912446644627,"score_spread":0.24741285157179926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403482719","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":[0.99718237,0.000038004113,0.000011124153,0.00073347543,0.0000027775527,0.000004453182,0.000010937651,0.0000010086247,0.0020158517],"genre_scores_gemma":[0.9989477,0.000059893053,0.000021510048,0.00015167306,0.0000025589347,0.000004599582,0.0000074284585,8.5363376e-7,0.0008039405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993808,0.00024925958,0.000037022353,0.00005320299,0.00010644959,0.00017315688],"domain_scores_gemma":[0.99718887,0.00072212075,0.00068691507,0.00004850963,0.0003085432,0.0010448854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014370051,0.000114451825,0.00013716446,0.00047806208,0.002484514,0.0016792805,0.00036676956,0.0005754091,0.004655488],"category_scores_gemma":[0.0032073427,0.00017339858,0.00014356003,0.00047685028,0.001871301,0.00056085107,0.0016072425,0.0006656094,0.00015825864],"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":[0.00041608303,0.00021811467,0.87301934,0.00014982454,0.000048462825,0.0015128163,0.1014339,0.00035275368,0.0051933755,0.0028586907,0.0017532149,0.013043457],"study_design_scores_gemma":[0.000013081559,0.00019999787,0.87667835,0.00007640793,0.000015030756,0.00013384967,0.11905603,0.00016838811,0.00026637726,0.00015221217,0.0032269866,0.000013269214],"about_ca_topic_score_codex":0.10486476,"about_ca_topic_score_gemma":0.36826706,"teacher_disagreement_score":0.10486476,"about_ca_system_score_codex":0.0040341406,"about_ca_system_score_gemma":0.001893972,"threshold_uncertainty_score":0.20850879},"labels":[],"label_agreement":null},{"id":"W4403946795","doi":"10.1016/j.marpol.2024.106453","title":"Research advances and conservation needs for the protection of the Salas y Gómez and Nazca ridges: A natural and cultural heritage hotspot in the southeastern Pacific ocean","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; HORIZON EUROPE Framework Programme; Division of Agriculture and Natural Resources, University of California; Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo; Réseau de cancérologie Rossy; Agence Nationale de la Recherche; Ministero dell’Istruzione, dell’Università e della Ricerca; Belgian Federal Science Policy Office; Rufford Foundation","keywords":"Hotspot (geology); Cultural heritage; Pacific ocean; Geography; Oceanography; Geology; Archaeology; Seismology","score_opus":0.03575239433403658,"score_gpt":0.3112420361920688,"score_spread":0.2754896418580322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403946795","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":[0.040676627,0.4339997,0.0020702165,0.45331684,0.0025800234,0.00008415547,0.0010355512,0.00009809279,0.06613875],"genre_scores_gemma":[0.17128149,0.7897243,0.0077330046,0.015962139,0.0018551811,0.00009441265,0.0012125327,0.000035839443,0.012101017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990056,0.000254846,0.000065083186,0.00009591979,0.00026866657,0.0003097723],"domain_scores_gemma":[0.99499583,0.0018289875,0.0007130127,0.00017152417,0.0015823616,0.00070821604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005372418,0.0005705922,0.0004933578,0.002612219,0.0016280123,0.0044396897,0.0009769356,0.0024369042,0.011375112],"category_scores_gemma":[0.004948176,0.00024541884,0.000666547,0.0050226725,0.002605945,0.0039280592,0.0029139968,0.0027441697,0.00068063865],"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":[0.0002621871,0.00022928833,0.03406882,0.0095226765,0.00013825831,0.0005936005,0.003807941,0.002461929,0.0041429447,0.059733838,0.055549785,0.82948875],"study_design_scores_gemma":[0.000048896338,0.00022747663,0.116435,0.017030235,0.000318608,0.00043864627,0.03746654,0.0011328614,0.0014748327,0.038913142,0.7864271,0.00008656482],"about_ca_topic_score_codex":0.095261194,"about_ca_topic_score_gemma":0.2236329,"teacher_disagreement_score":0.095261194,"about_ca_system_score_codex":0.004566684,"about_ca_system_score_gemma":0.03177226,"threshold_uncertainty_score":0.18941343},"labels":[],"label_agreement":null},{"id":"W4403956009","doi":"10.1016/j.marpol.2024.106469","title":"Assessing inter-organizational collaboration within the transboundary network governing the conservation of Southern Resident Killer Whales","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Western Forest Products; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; National Oceanic and Atmospheric Administration","keywords":"Environmental resource management; Fishery; Environmental planning; Geography; Business; Environmental science; Biology","score_opus":0.013118102714597502,"score_gpt":0.23963471146464724,"score_spread":0.22651660875004972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403956009","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":[0.9970373,0.00005647283,0.0005710841,0.0001701415,0.0000031151687,0.000045050863,0.000027071008,0.0000032708144,0.0020865735],"genre_scores_gemma":[0.9986425,0.000060136903,0.0008634715,0.000020464882,0.0000014937066,0.000038725128,0.000052005602,0.0000010281692,0.0003200706],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99575067,0.0024530478,0.00021749565,0.00039682793,0.0005129897,0.00066896714],"domain_scores_gemma":[0.9825351,0.0065619936,0.004573467,0.00085131725,0.0028758466,0.0026022089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007922654,0.00017849736,0.00018773423,0.0017933667,0.0029214476,0.00247992,0.00067342055,0.0006038564,0.001376644],"category_scores_gemma":[0.016914168,0.00015978771,0.00017069317,0.0013236268,0.0016026633,0.0019336452,0.00380677,0.00042463315,0.00014597306],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016067552,0.00022793192,0.79695225,0.00018306253,0.000093243805,0.00045275778,0.15551956,0.001524338,0.0010796967,0.0025689742,0.00070624467,0.04053125],"study_design_scores_gemma":[0.00001661172,0.00021960423,0.5690468,0.00019819893,0.000050804043,0.00009675952,0.41970164,0.0037426474,0.0004358227,0.0012678442,0.005197717,0.000025598165],"about_ca_topic_score_codex":0.13566719,"about_ca_topic_score_gemma":0.23643434,"teacher_disagreement_score":0.8643328,"about_ca_system_score_codex":0.005115139,"about_ca_system_score_gemma":0.009833955,"threshold_uncertainty_score":0.26975507},"labels":[],"label_agreement":null},{"id":"W4404128163","doi":"10.1016/j.marpol.2024.106474","title":"Unveiling the hidden hands: Analysis of corporate ownership of industrial tuna fishing vessels in the Eastern Pacific Ocean","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","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":"Oceans Limited (Canada); Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Tuna; Fishing; Pacific ocean; Business; Oceanography; Fish <Actinopterygii>; Biology; Geology","score_opus":0.06969574340958869,"score_gpt":0.2853472325680748,"score_spread":0.21565148915848614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404128163","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":[0.9994018,0.000025871936,0.000078585144,0.000023548579,3.4501718e-7,0.0000019921474,0.00005864157,5.50098e-7,0.00040869933],"genre_scores_gemma":[0.9995572,0.000022531714,0.000087509776,0.000004798367,0.0000011391003,0.0000026940388,0.00013732602,5.7698503e-7,0.000186138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995715,0.00012314557,0.000033933404,0.000069752576,0.000096956086,0.00010462148],"domain_scores_gemma":[0.997139,0.0008927224,0.001293515,0.00016209488,0.00030451658,0.00020818478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073680055,0.00013678218,0.00013467828,0.0015397378,0.0002831349,0.00095539365,0.0003327819,0.00019840823,0.0009669698],"category_scores_gemma":[0.0036813184,0.00008782041,0.0001677906,0.0017727653,0.00060178485,0.00084598706,0.0012698876,0.0002783771,0.000101798505],"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":[0.00001140522,0.000012098387,0.9949942,0.0000041517073,0.000015277423,0.00008480123,0.0009429668,0.00013228388,0.00011259147,0.00014789456,0.00006351743,0.0034787643],"study_design_scores_gemma":[0.00000100744,0.000013437953,0.99134856,0.0000111289755,0.000011652738,0.00004707892,0.0065306816,0.0013994292,0.00012632611,0.00012867646,0.0003791546,0.0000030106419],"about_ca_topic_score_codex":0.040002648,"about_ca_topic_score_gemma":0.050480485,"teacher_disagreement_score":0.040002648,"about_ca_system_score_codex":0.0005844649,"about_ca_system_score_gemma":0.00044607293,"threshold_uncertainty_score":0.0795396},"labels":[],"label_agreement":null},{"id":"W4404203349","doi":"10.1016/j.marpol.2024.106501","title":"Introduction to the Special Issue: Marine plastic pollution is an equity issue","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Equity (law); Pollution; Business; Natural resource economics; Environmental science; Political science; Economics; Law; Ecology; Biology","score_opus":0.010060440140582943,"score_gpt":0.26300689289422063,"score_spread":0.2529464527536377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404203349","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":[0.00018826887,0.005060077,0.00020338554,0.18217234,0.8003252,0.000032868902,0.00027451225,0.000063887725,0.011679428],"genre_scores_gemma":[0.0014302869,0.0033487522,0.00013091846,0.078263186,0.888321,0.00003776656,0.00019912182,0.00006497607,0.028203974],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779165,0.000293861,0.00026018533,0.0003570633,0.0009757365,0.00032154657],"domain_scores_gemma":[0.9838974,0.006960169,0.001649525,0.0005703227,0.003942131,0.0029803722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040088766,0.0022302978,0.0025822022,0.0026416227,0.0029844218,0.009491916,0.0023485133,0.020858306,0.051540904],"category_scores_gemma":[0.015109483,0.0007581457,0.001707917,0.0016380809,0.0019349884,0.0044588065,0.002291616,0.014676531,0.01882417],"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":[0.000012688824,0.000017108829,0.00006926836,0.00006291691,0.0000038301278,0.0000472384,0.000006871309,0.000018758948,0.000042174244,0.00054489163,0.99539965,0.0037745575],"study_design_scores_gemma":[0.000031105355,0.000046945606,0.0015040212,0.00037867526,0.000021823866,0.00016292214,0.000088064495,0.00017968444,0.000115092844,0.0029785442,0.9944701,0.000023058554],"about_ca_topic_score_codex":0.0018738197,"about_ca_topic_score_gemma":0.0037902133,"teacher_disagreement_score":0.051540904,"about_ca_system_score_codex":0.0024930125,"about_ca_system_score_gemma":0.003694576,"threshold_uncertainty_score":0.17242151},"labels":[],"label_agreement":null},{"id":"W4404373124","doi":"10.1016/j.marpol.2024.106494","title":"Automatic Identification System vessel tracking data reports to promote conservation and restoration of the St. Lawrence Estuary beluga habitat","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parks Canada","funders":"","keywords":"Estuary; Identification (biology); Habitat; Beluga; Automatic Identification System; Fishery; Tracking (education); Beluga Whale; Oceanography; Geography; Environmental resource management; Ecology; Environmental science; Computer science; Biology; Geology; Data mining; Sociology","score_opus":0.034938732828037514,"score_gpt":0.2890302547680952,"score_spread":0.2540915219400577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404373124","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":[0.41223082,0.015626283,0.056249894,0.07030155,0.003097818,0.002235462,0.06393562,0.007895464,0.36842716],"genre_scores_gemma":[0.73386586,0.011103955,0.07313844,0.0044457796,0.0010578248,0.0009806292,0.052499853,0.0005104447,0.12239713],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970607,0.0009322365,0.00023670962,0.0001899164,0.0013722075,0.00020815236],"domain_scores_gemma":[0.9877424,0.001953151,0.0013982037,0.000587897,0.007867938,0.0004503086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073831943,0.0003335639,0.00014737062,0.0040078564,0.000795005,0.0018078182,0.0010737225,0.0006753805,0.0040726396],"category_scores_gemma":[0.008126004,0.00030638822,0.00018069922,0.0027570548,0.00038291232,0.00114167,0.000573729,0.0006432637,0.0012770316],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027268997,0.00056274555,0.09647814,0.00044625523,0.00007575592,0.00010999308,0.0011339306,0.0065359576,0.005774121,0.010612736,0.34572828,0.5322694],"study_design_scores_gemma":[0.0001118708,0.00045929267,0.41813624,0.0007265409,0.000073376315,0.00010515745,0.0020940767,0.018979609,0.0051699365,0.001608962,0.5524324,0.00010247305],"about_ca_topic_score_codex":0.3709904,"about_ca_topic_score_gemma":0.47785082,"teacher_disagreement_score":0.6290096,"about_ca_system_score_codex":0.0036774362,"about_ca_system_score_gemma":0.008827933,"threshold_uncertainty_score":0.73766196},"labels":[],"label_agreement":null},{"id":"W4404873254","doi":"10.1016/j.marpol.2024.106517","title":"Observations, perceptions and concerns of the American lobster industry regarding the range-expansion of Black Sea Bass","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Fishery; Bass (fish); Black sea; Perception; Oceanography; Geography; Biology; Geology","score_opus":0.03503966617616795,"score_gpt":0.30408839386148023,"score_spread":0.2690487276853123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404873254","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":[0.99216133,0.00005211103,0.000040380117,0.0020106395,0.000008607365,0.000004939566,0.000027128055,0.0000016224528,0.005693138],"genre_scores_gemma":[0.9973475,0.0001805477,0.000041996394,0.00063534547,0.000016218977,0.00000727848,0.000029008464,0.0000013758548,0.001740787],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99911875,0.00034318,0.000046425586,0.000059664984,0.0002559271,0.00017598804],"domain_scores_gemma":[0.98919547,0.0046084668,0.0037732075,0.00017873055,0.0013384067,0.0009056691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002487554,0.00013867275,0.00006288212,0.00057815126,0.002173154,0.0017881197,0.00028208867,0.001177168,0.0025961995],"category_scores_gemma":[0.007881586,0.00018791619,0.00017886706,0.0005543343,0.0017928564,0.00088510424,0.0010878138,0.0019718965,0.00026073252],"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":[0.00043312524,0.00029035594,0.8804269,0.00008985676,0.00003345479,0.0012208776,0.09078874,0.00028320952,0.004378369,0.0011430709,0.0036679253,0.017244035],"study_design_scores_gemma":[0.00000875161,0.00023273937,0.6664593,0.00007999272,0.000023850562,0.00023690982,0.32168663,0.00025271764,0.0009734287,0.00030900957,0.009712325,0.000024347057],"about_ca_topic_score_codex":0.05661277,"about_ca_topic_score_gemma":0.10032723,"teacher_disagreement_score":0.05661277,"about_ca_system_score_codex":0.0017992845,"about_ca_system_score_gemma":0.0015016505,"threshold_uncertainty_score":0.11256647},"labels":[],"label_agreement":null},{"id":"W4405007143","doi":"10.1016/j.marpol.2024.106541","title":"Caught in the middle - Inaction and overlap in governance and decision-making for Canada’s imperiled wild steelhead","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Mining and Resource Management","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; McGill University; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Genome Canada","keywords":"Corporate governance; Business; Fishery; Biology; Finance","score_opus":0.008288730807532906,"score_gpt":0.2311273818477514,"score_spread":0.2228386510402185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405007143","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":[0.7670149,0.0019498675,0.004029237,0.123987325,0.00013519732,0.000086232445,0.00012077382,0.000055718818,0.10262079],"genre_scores_gemma":[0.9905764,0.00042157923,0.0009751178,0.0028587133,0.000007689828,0.000010325871,0.000026085776,0.000010686821,0.0051133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.992257,0.0021565084,0.0001460331,0.00052906305,0.0015744254,0.0033369882],"domain_scores_gemma":[0.9928845,0.0018743144,0.0005616046,0.00026671754,0.0021166478,0.0022962193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005877379,0.0002372927,0.00028681196,0.0012031215,0.024279388,0.010025793,0.0014161215,0.0019602354,0.0029910638],"category_scores_gemma":[0.007871358,0.00028274025,0.0002475284,0.0014979972,0.019441241,0.0027997938,0.003685793,0.0032679788,0.00014544549],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014932708,0.00015002723,0.18363577,0.0002867114,0.0001829674,0.0042118435,0.29479522,0.004877707,0.0045448537,0.324228,0.06018678,0.12275077],"study_design_scores_gemma":[0.000019303727,0.000045760364,0.1068084,0.00045000744,0.000066231674,0.00026541488,0.6083543,0.0022942664,0.0014118787,0.04010123,0.24000835,0.0001749019],"about_ca_topic_score_codex":0.9789104,"about_ca_topic_score_gemma":0.99387324,"teacher_disagreement_score":0.12064163,"about_ca_system_score_codex":0.12064163,"about_ca_system_score_gemma":0.18928514,"threshold_uncertainty_score":0.8753204},"labels":[],"label_agreement":null},{"id":"W4405696849","doi":"10.1016/j.marpol.2024.106576","title":"Marine protected areas governance, social norms, and social networks","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Corporate governance; Marine protected area; Business; Environmental resource management; Fishery; Environmental planning; Geography; Environmental science; Ecology; Biology","score_opus":0.005020253261655047,"score_gpt":0.2134099047038731,"score_spread":0.20838965144221805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405696849","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":[0.8265925,0.0013231356,0.009316221,0.006199659,0.000051692008,0.00011665794,0.00027460424,0.00004485986,0.15608056],"genre_scores_gemma":[0.99790347,0.00023681279,0.00096384884,0.000077090444,0.000015694484,0.000031797048,0.000042512,0.0000027866267,0.00072603096],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99718434,0.0016732467,0.000117561896,0.00037137032,0.00041987124,0.00023360229],"domain_scores_gemma":[0.9934681,0.0026898526,0.0022669025,0.00044678265,0.0004440833,0.0006842923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023503655,0.00019038373,0.00015980507,0.0020007761,0.001664845,0.0030586424,0.0004938243,0.00043018887,0.0019099994],"category_scores_gemma":[0.0073855813,0.00012909695,0.000120375786,0.0018409253,0.006967334,0.002466341,0.002900109,0.00049323955,0.00010431574],"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":[0.00008176399,0.000187503,0.4035594,0.00042416112,0.00012209539,0.00057200156,0.07859917,0.006188627,0.0013404799,0.335128,0.004796464,0.16900034],"study_design_scores_gemma":[0.000028890581,0.00014095307,0.6689939,0.000556115,0.00004347343,0.00028006625,0.065941826,0.005313634,0.00038505276,0.18935591,0.0689014,0.000058741844],"about_ca_topic_score_codex":0.019151121,"about_ca_topic_score_gemma":0.030534366,"teacher_disagreement_score":0.019151121,"about_ca_system_score_codex":0.0027438488,"about_ca_system_score_gemma":0.0019060605,"threshold_uncertainty_score":0.03807932},"labels":[],"label_agreement":null},{"id":"W4405857169","doi":"10.1016/j.marpol.2024.106572","title":"Regulating a ‘fish out of place’: A global assessment of farmed salmon escape policies and frameworks","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","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":"Memorial University of Newfoundland","funders":"","keywords":"Fish <Actinopterygii>; Fishery; Business; Fish farming; Aquaculture; Environmental resource management; Biology; Environmental science","score_opus":0.012456567912101018,"score_gpt":0.32524363635694215,"score_spread":0.3127870684448411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405857169","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":[0.81370157,0.0045437696,0.018071642,0.01144558,0.000054551492,0.00014819515,0.001170204,0.000076406795,0.15078808],"genre_scores_gemma":[0.99252945,0.0016603502,0.0035037615,0.0007773838,0.000011722897,0.00006865523,0.00024351024,0.000020094885,0.0011850935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9963278,0.0014636125,0.0002106791,0.0003880662,0.0009854749,0.0006243847],"domain_scores_gemma":[0.995018,0.0016827798,0.0016697742,0.0004357131,0.00088628405,0.00030741032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006692258,0.00047387328,0.00040429182,0.0021437653,0.0007617199,0.0040191896,0.0009880399,0.0011140137,0.0016377362],"category_scores_gemma":[0.0059093377,0.0002194452,0.0006745588,0.0032567666,0.0040410855,0.0036288623,0.004107541,0.0009700282,0.000079356745],"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":[0.00029452296,0.00014917785,0.26292673,0.0015399543,0.00086317724,0.00090435875,0.010053241,0.11339786,0.0035048847,0.4640425,0.0052259294,0.13709766],"study_design_scores_gemma":[0.000075507334,0.0010901758,0.5537274,0.0029068475,0.0007494713,0.00051865325,0.04322538,0.031680416,0.003465434,0.20901018,0.153324,0.00022656054],"about_ca_topic_score_codex":0.013754373,"about_ca_topic_score_gemma":0.026103528,"teacher_disagreement_score":0.013754373,"about_ca_system_score_codex":0.0044303946,"about_ca_system_score_gemma":0.0049429405,"threshold_uncertainty_score":0.035392463},"labels":[],"label_agreement":null},{"id":"W4405929835","doi":"10.1016/j.marpol.2024.106579","title":"Human well-being outcomes of large-scale marine protected areas","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","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":"University of British Columbia; Fisheries and Oceans Canada; University of Victoria","funders":"","keywords":"Scale (ratio); Marine protected area; Geography; Environmental resource management; Fishery; Business; Environmental science; Ecology; Biology; Cartography","score_opus":0.0056151947224414986,"score_gpt":0.2500137471257279,"score_spread":0.2443985524032864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405929835","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":[0.7413245,0.231883,0.0013780599,0.003928145,0.00036504926,0.0003137823,0.0044387085,0.000024178717,0.016344544],"genre_scores_gemma":[0.943345,0.05338664,0.0011421262,0.0004167698,0.00016740533,0.0001738855,0.000860712,0.000008324682,0.00049911556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959163,0.0019250428,0.00075479964,0.0004044957,0.0008106866,0.00018862974],"domain_scores_gemma":[0.9731761,0.013179633,0.008996514,0.000663357,0.0032666756,0.0007177779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066196905,0.00035942518,0.00078611117,0.0038054285,0.00051719556,0.0018630055,0.00048656788,0.00057674944,0.002906116],"category_scores_gemma":[0.023483502,0.000186186,0.00092446705,0.005214367,0.0010485211,0.0022643805,0.0018638178,0.00062858063,0.00020533378],"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":[0.00045706192,0.00019937872,0.5428773,0.04677788,0.006613084,0.00087917683,0.010713882,0.0010036264,0.0010976004,0.0022069202,0.005421534,0.3817525],"study_design_scores_gemma":[0.000023927149,0.00048839254,0.9567239,0.013004793,0.0017307425,0.00044781872,0.009328934,0.00017751151,0.00045188918,0.0012060353,0.01634693,0.00006902606],"about_ca_topic_score_codex":0.0034870445,"about_ca_topic_score_gemma":0.010491343,"teacher_disagreement_score":0.0066196905,"about_ca_system_score_codex":0.0006978738,"about_ca_system_score_gemma":0.0013442265,"threshold_uncertainty_score":0.03500867},"labels":[],"label_agreement":null},{"id":"W4406884261","doi":"10.1016/j.marpol.2025.106590","title":"The beauty underneath: A critical coastal governance approach to revitalize indigenous shellfish harvest","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Assembly of First Nations; University of Victoria","funders":"Mitacs","keywords":"Indigenous; Shellfish; Beauty; Corporate governance; Fishery; Environmental planning; Political science; Environmental resource management; Geography; Business; Environmental science; Ecology; Fish <Actinopterygii>; Biology; Law; Aquatic animal","score_opus":0.007451275087156843,"score_gpt":0.25160160307765267,"score_spread":0.24415032799049582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406884261","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":[0.4352454,0.0036679097,0.044015575,0.14285389,0.00094957586,0.0010834753,0.000054063476,0.00027116257,0.37185898],"genre_scores_gemma":[0.9722162,0.0007660483,0.01067612,0.0029603827,0.000044789605,0.00022051515,0.000016479691,0.00005728634,0.013042203],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.991405,0.005714264,0.0001582068,0.0005095046,0.0007014827,0.001511515],"domain_scores_gemma":[0.99167484,0.0041227695,0.00052781386,0.00075302785,0.0010314229,0.0018900703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012146832,0.00054642593,0.00029546063,0.0013712621,0.020459713,0.014689424,0.0026216316,0.002576647,0.005467791],"category_scores_gemma":[0.010081279,0.0003166213,0.00039756732,0.00091681717,0.04019539,0.009119844,0.011081506,0.005119744,0.0003073443],"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":[0.00002022594,0.00010768651,0.0022526858,0.00027670627,0.000012383246,0.0009467601,0.7537574,0.00031515496,0.0013781342,0.19921672,0.0067459266,0.034970187],"study_design_scores_gemma":[0.000008073776,0.000052999054,0.0022178127,0.00055228634,0.00001649268,0.0002073371,0.7921518,0.00048392673,0.0006547897,0.051543083,0.15208706,0.000024373578],"about_ca_topic_score_codex":0.05623112,"about_ca_topic_score_gemma":0.12183066,"teacher_disagreement_score":0.05623112,"about_ca_system_score_codex":0.023645343,"about_ca_system_score_gemma":0.046565033,"threshold_uncertainty_score":0.17155975},"labels":[],"label_agreement":null},{"id":"W4407165862","doi":"10.1016/j.marpol.2025.106600","title":"Race, Indigenous knowledge, and a relational alternative in fisheries policy research","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council; Washington Department of Natural Resources","keywords":"Indigenous; Race (biology); Traditional knowledge; Fishery; Political science; Sociology; Ecology; Biology; Gender studies","score_opus":0.0935365947608259,"score_gpt":0.4859445192938788,"score_spread":0.39240792453305284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407165862","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":[0.07596959,0.01599329,0.049631733,0.4566638,0.001003824,0.00021109663,0.00008475717,0.000045523568,0.40039638],"genre_scores_gemma":[0.9661176,0.004250838,0.009911746,0.013247351,0.00041550153,0.000259217,0.00001862012,0.000022348593,0.005756756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9734886,0.018406374,0.00069611805,0.0019093981,0.0033789035,0.0021206595],"domain_scores_gemma":[0.96352184,0.025714662,0.0029748108,0.002609979,0.00270825,0.0024704821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.046802647,0.00053662,0.0009265658,0.0041029383,0.01837608,0.018732402,0.003519443,0.005071373,0.0033611918],"category_scores_gemma":[0.028501553,0.00044848165,0.0006691215,0.0046417513,0.12324704,0.023695834,0.014925035,0.008033837,0.00022255446],"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":[0.0000039887423,0.000007865622,0.00033659433,0.0000475656,0.000004987788,0.000047032074,0.024274878,0.00009670476,0.000027063734,0.9722652,0.00036930796,0.0025187065],"study_design_scores_gemma":[0.000013648217,0.000019898454,0.000984613,0.0006226168,0.000018098615,0.00008892636,0.07575773,0.000483399,0.00012633043,0.87118363,0.050676826,0.000024259374],"about_ca_topic_score_codex":0.11519484,"about_ca_topic_score_gemma":0.12300869,"teacher_disagreement_score":0.11519484,"about_ca_system_score_codex":0.032485116,"about_ca_system_score_gemma":0.040582307,"threshold_uncertainty_score":0.24751908},"labels":[],"label_agreement":null},{"id":"W4408986075","doi":"10.1016/j.marpol.2025.106659","title":"Ocean leadership: Can the European Union influence the global shark meat trade?","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Xunta de Galicia; Consellería de Cultura, Educación e Ordenación Universitaria, Xunta de Galicia; Ministerio de Ciencia e Innovación","keywords":"European union; Fishery; International trade; Business; Oceanography; Biology; Geology","score_opus":0.013752454238431085,"score_gpt":0.24462354833640565,"score_spread":0.23087109409797457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408986075","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":[0.145119,0.008948505,0.00088257313,0.6464287,0.0030969991,0.000021476151,0.0002019395,0.000040300754,0.1952606],"genre_scores_gemma":[0.8561696,0.0025597026,0.0004599696,0.1201337,0.00068695005,0.00002384149,0.00006731067,0.00004583715,0.0198532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9932828,0.0022920393,0.00016285446,0.00036952063,0.0008977605,0.002995099],"domain_scores_gemma":[0.9913214,0.0029893615,0.0011020469,0.0003355578,0.0013677604,0.0028838213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012353495,0.0003092581,0.00039680567,0.0008299221,0.0031459117,0.009375232,0.0009773532,0.010782695,0.014955175],"category_scores_gemma":[0.016707039,0.00020166609,0.00048238557,0.0012166678,0.0047360677,0.004528176,0.005505315,0.0044351504,0.0010644986],"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":[0.0007980961,0.00045244105,0.041904166,0.00033779436,0.0001498912,0.0007523767,0.0063944305,0.0023584422,0.0011517858,0.6724693,0.13148396,0.14174733],"study_design_scores_gemma":[0.00029256046,0.0004047159,0.1082856,0.0022497515,0.00014127036,0.00018060916,0.03649625,0.0016572578,0.0014047015,0.16335149,0.6853825,0.00015334986],"about_ca_topic_score_codex":0.026576962,"about_ca_topic_score_gemma":0.028809078,"teacher_disagreement_score":0.026576962,"about_ca_system_score_codex":0.0048288694,"about_ca_system_score_gemma":0.014676082,"threshold_uncertainty_score":0.06533229},"labels":[],"label_agreement":null},{"id":"W4409258008","doi":"10.1016/j.marpol.2025.106699","title":"Seafood dependent livelihoods and climate change: Insights from the lobster fishery in Nova Scotia","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Hospital; University of Victoria","funders":"","keywords":"Nova scotia; Fishery; Livelihood; Climate change; Nova (rocket); Oceanography; Geography; Environmental science; Biology; Geology; Agriculture","score_opus":0.01950100581571414,"score_gpt":0.2737801967738638,"score_spread":0.25427919095814966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409258008","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":[0.99661237,0.00026764566,0.000012382421,0.0006122405,0.000004571096,0.0000077267305,0.00034849197,5.1479634e-7,0.0021341247],"genre_scores_gemma":[0.9978709,0.00043579613,0.000024635445,0.00015031616,0.0000026658956,0.000004571947,0.00021162712,7.536828e-7,0.0012987913],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.999778,0.00004065601,0.000007694283,0.000019291438,0.000029562621,0.00012475418],"domain_scores_gemma":[0.9992912,0.00013139968,0.00019968871,0.00001795393,0.00013136247,0.00022844807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031433636,0.00013765412,0.00019094512,0.0005571988,0.0011071713,0.0011184798,0.00041181318,0.00043446297,0.0017087644],"category_scores_gemma":[0.0011038801,0.00011688557,0.00023831234,0.0012721028,0.00082885794,0.00036689235,0.0010034542,0.0006339076,0.00012559102],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013163468,0.00012896706,0.98053116,0.00005239542,0.00007613092,0.0013468191,0.0073363683,0.0007132661,0.0005279438,0.0010874418,0.0018876721,0.006180261],"study_design_scores_gemma":[0.000005242132,0.000020789425,0.98330367,0.000027346996,0.000011928824,0.00004732163,0.015272062,0.00020866105,0.000025694779,0.000071464914,0.0010011418,0.000004604817],"about_ca_topic_score_codex":0.96628,"about_ca_topic_score_gemma":0.9897042,"teacher_disagreement_score":0.033720016,"about_ca_system_score_codex":0.0067724483,"about_ca_system_score_gemma":0.006306647,"threshold_uncertainty_score":0.06783712},"labels":[],"label_agreement":null},{"id":"W4410706949","doi":"10.1016/j.marpol.2025.106769","title":"Best bang for your buck: Considerations for cost-efficiency in knowledge co-production","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","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":"Fisheries and Oceans Canada","funders":"Australian National University","keywords":"Production (economics); Knowledge production; Business; Knowledge management; Computer science; Economics; Microeconomics","score_opus":0.07927715262217809,"score_gpt":0.35786552664129273,"score_spread":0.2785883740191146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410706949","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":[0.024603778,0.023135182,0.34017545,0.4006265,0.0017219918,0.0016025982,0.00022112628,0.0003527041,0.2075606],"genre_scores_gemma":[0.7321648,0.009649815,0.22031337,0.02127546,0.0011019751,0.0027354404,0.00016284187,0.0004923462,0.012103938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7892562,0.16652317,0.006360372,0.0075896843,0.023639824,0.006630812],"domain_scores_gemma":[0.60511047,0.3127384,0.012841359,0.04050373,0.021102436,0.007703548],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.15217215,0.0016931753,0.0027583921,0.004044557,0.010470953,0.04033012,0.0067317835,0.014860319,0.01513421],"category_scores_gemma":[0.25020418,0.001581686,0.0023491872,0.0044304384,0.06232818,0.061641432,0.025153836,0.0111435205,0.0039545507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015114865,0.000098080796,0.0009508035,0.0012892552,0.000103732964,0.00035237134,0.0063835243,0.0035135425,0.00043186804,0.9322432,0.005591339,0.048891008],"study_design_scores_gemma":[0.000055260578,0.0001052279,0.0005484738,0.0020970802,0.000047522342,0.00032202408,0.00497354,0.0022030836,0.00054377987,0.93568003,0.053339966,0.000084095016],"about_ca_topic_score_codex":0.0052469145,"about_ca_topic_score_gemma":0.0055709607,"teacher_disagreement_score":0.9895291,"about_ca_system_score_codex":0.015526242,"about_ca_system_score_gemma":0.028221484,"threshold_uncertainty_score":0.80477285},"labels":[],"label_agreement":null},{"id":"W4410801229","doi":"10.1016/j.marpol.2025.106762","title":"A supply chain analysis of artisanal billfish fishery along the Kenyan coast","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Western Indian Ocean Marine Science Association; World Wildlife Fund","keywords":"Kenya; Fishery; Business; Biology; Ecology","score_opus":0.009408278715951726,"score_gpt":0.23541858255138107,"score_spread":0.22601030383542933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410801229","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":[0.9925504,0.00025380318,0.0009797034,0.00028867606,0.000005482028,0.000067495756,0.00087807485,0.000006599868,0.004969824],"genre_scores_gemma":[0.994965,0.0002724469,0.0009027378,0.000016726615,0.0000021992496,0.000021247108,0.00049920165,0.0000026406178,0.0033177405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999777,0.000046630794,0.000019996793,0.000037931186,0.000040960153,0.00007742073],"domain_scores_gemma":[0.99849176,0.0006529803,0.00028826864,0.000039825878,0.00042772613,0.000099427074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005049796,0.00027572725,0.00028572787,0.0024038088,0.0014819045,0.0018597718,0.00040013055,0.0009326418,0.0082058385],"category_scores_gemma":[0.001961345,0.00044163334,0.0005087138,0.0031212426,0.0005424214,0.001412228,0.00066432386,0.0005322993,0.0003993252],"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":[0.00074186944,0.00047587353,0.7664998,0.00053851865,0.00044238995,0.0043575447,0.002846443,0.1553805,0.00329755,0.027420787,0.002687869,0.035310782],"study_design_scores_gemma":[0.000065641165,0.0005522095,0.6686891,0.00044015274,0.00050680793,0.00047442704,0.02402251,0.28452978,0.0018960267,0.007878833,0.010823877,0.000120699086],"about_ca_topic_score_codex":0.34817782,"about_ca_topic_score_gemma":0.39809883,"teacher_disagreement_score":0.34817782,"about_ca_system_score_codex":0.005579706,"about_ca_system_score_gemma":0.003991791,"threshold_uncertainty_score":0.6923024},"labels":[],"label_agreement":null},{"id":"W4410839888","doi":"10.1016/j.marpol.2025.106780","title":"Will Indigenous co-management improve the outcome of the Gilbert Bay, Labrador MPA: Summary of the past and hopes for the future","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Indigenous; Bay; Outcome (game theory); Political science; Geography; Oceanography; Archaeology; Geology; Economics; Ecology; Biology","score_opus":0.012479406429323086,"score_gpt":0.34787925889402405,"score_spread":0.33539985246470094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410839888","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":[0.085909404,0.11192974,0.0015612398,0.7290929,0.0051725646,0.0002439814,0.0014025527,0.00016475233,0.06452287],"genre_scores_gemma":[0.67354167,0.1945355,0.0076065427,0.06272981,0.0033053637,0.0005252044,0.0020638665,0.00012660945,0.05556543],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9980981,0.0005634004,0.000086449036,0.00012492714,0.0002899324,0.00083713856],"domain_scores_gemma":[0.99480975,0.00034034703,0.0004897544,0.00011533171,0.0017737129,0.0024709727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046100994,0.0002992301,0.0002849205,0.0006358384,0.0023946683,0.0043237787,0.0014173737,0.0017831383,0.008868517],"category_scores_gemma":[0.00535024,0.00012692728,0.00037487314,0.0009076003,0.0010922452,0.0024916169,0.002365686,0.0019461357,0.0011490237],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032685936,0.0005996958,0.09116363,0.0053473706,0.00021095778,0.0006475519,0.0069180154,0.0008808684,0.000877648,0.015316069,0.2819394,0.595772],"study_design_scores_gemma":[0.000044938566,0.0007033538,0.28898093,0.011420295,0.000271749,0.00046007728,0.05238462,0.0010918053,0.0011790867,0.005766244,0.6375394,0.00015751373],"about_ca_topic_score_codex":0.08834505,"about_ca_topic_score_gemma":0.29404876,"teacher_disagreement_score":0.91165495,"about_ca_system_score_codex":0.0055707702,"about_ca_system_score_gemma":0.017955242,"threshold_uncertainty_score":0.17566162},"labels":[],"label_agreement":null},{"id":"W4411921458","doi":"10.1016/j.marpol.2024.106362","title":"Ecological grief: Young professionals transformed by and transforming conservation work","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Parks Canada","funders":"University of British Columbia; Parks Canada","keywords":"Grief; Work (physics); Environmental ethics; Ecology; Environmental resource management; Sociology; Environmental planning; Geography; Political science; Psychology; Biology; Environmental science; Engineering; Philosophy; Psychotherapist","score_opus":0.2540152085543315,"score_gpt":0.5971216747758311,"score_spread":0.3431064662214996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411921458","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":[0.67233145,0.002756804,0.0071199,0.1933687,0.0024159097,0.00035268703,0.00007118334,0.00012769269,0.12145575],"genre_scores_gemma":[0.9813293,0.0005905481,0.0014218473,0.0056495187,0.00012548744,0.00018264326,0.000017913546,0.000042677897,0.010640136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9675838,0.02275835,0.00041823517,0.0012853256,0.002156694,0.005797537],"domain_scores_gemma":[0.9144438,0.050310683,0.003671189,0.003233334,0.0050577926,0.023283297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04360526,0.00042271515,0.0004793534,0.0021394396,0.032309897,0.021108927,0.0019003936,0.0076281624,0.0080402205],"category_scores_gemma":[0.07527499,0.0007614985,0.0003335318,0.001571502,0.027998729,0.010545273,0.018532258,0.010706639,0.0009176789],"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":[0.000043295313,0.0001647008,0.008324381,0.00006279582,0.0000050329904,0.00058594614,0.9191818,0.000037604965,0.0002174339,0.035997342,0.009063592,0.026316017],"study_design_scores_gemma":[0.0000130241215,0.000049736944,0.0026624885,0.00022519498,0.0000054762913,0.00019677289,0.93112826,0.00008234984,0.00014489806,0.017560273,0.04791491,0.000016625028],"about_ca_topic_score_codex":0.012629532,"about_ca_topic_score_gemma":0.03262473,"teacher_disagreement_score":0.04360526,"about_ca_system_score_codex":0.009927913,"about_ca_system_score_gemma":0.038029466,"threshold_uncertainty_score":0.23060936},"labels":[],"label_agreement":null},{"id":"W4412049696","doi":"10.1016/j.marpol.2025.106820","title":"Competing axes of power in the global plastics treaty: Understanding the politics of progress and setbacks in negotiating a high-ambition agreement","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Waterloo; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Norges Forskningsråd","keywords":"Negotiation; Politics; Treaty; Power (physics); Agreement; Political science; Law and economics; Political economy; Law; International trade; Sociology; Business; Philosophy; Physics","score_opus":0.00999958721830921,"score_gpt":0.24730888736243375,"score_spread":0.23730930014412455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412049696","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":[0.07720782,0.004743831,0.0110647,0.1497896,0.0013350069,0.00005920801,0.00006044106,0.000035852787,0.7557036],"genre_scores_gemma":[0.9438091,0.0023933414,0.002143423,0.016476063,0.0005423789,0.00016289492,0.00005977353,0.0001470407,0.034265928],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9738575,0.015059015,0.00043284506,0.0017417708,0.0035540632,0.0053548343],"domain_scores_gemma":[0.98782325,0.008942341,0.0007833033,0.00046993734,0.0006574803,0.0013237487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03126844,0.0009172313,0.00071101246,0.0027715112,0.022777652,0.03839493,0.002292992,0.013600671,0.01024894],"category_scores_gemma":[0.022551848,0.0008415194,0.0010740617,0.0048732986,0.06591718,0.038829695,0.019331042,0.021854095,0.0011945798],"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":[0.000014232025,0.00000878084,0.00014853125,0.000016379445,0.000002402653,0.000087728346,0.010038207,0.00025018927,0.00004635952,0.9833904,0.0026454858,0.0033513417],"study_design_scores_gemma":[0.000029583696,0.00003338537,0.0006970459,0.00036924504,0.000011095938,0.0000607596,0.041195862,0.00062803004,0.00019984019,0.7891771,0.16754198,0.00005598366],"about_ca_topic_score_codex":0.011636459,"about_ca_topic_score_gemma":0.013620586,"teacher_disagreement_score":0.03839493,"about_ca_system_score_codex":0.01919617,"about_ca_system_score_gemma":0.014540907,"threshold_uncertainty_score":0.16536528},"labels":[],"label_agreement":null},{"id":"W4412060163","doi":"10.1016/j.marpol.2025.106815","title":"Social equity indicators for a Blue Economy: Guidelines for application","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":9,"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 Victoria; Simon Fraser University","funders":"United Nations Environment Programme; Ocean Nexus Center, EarthLab, University of Washington; Nippon Foundation","keywords":"Equity (law); Business; Social equality; Public economics; Economics; Market economy; Political science; Law","score_opus":0.03336531903129818,"score_gpt":0.3744731692590708,"score_spread":0.3411078502277726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412060163","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003858964,0.020815285,0.59295064,0.093738124,0.005762496,0.043503594,0.039001748,0.00766487,0.19270423],"genre_scores_gemma":[0.010487269,0.009266948,0.88118213,0.008623992,0.0007053292,0.052910782,0.015121591,0.0018713289,0.019830676],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8938507,0.06195256,0.020827996,0.002014092,0.019254986,0.0020996616],"domain_scores_gemma":[0.7744984,0.11578845,0.013983579,0.012222759,0.079725005,0.003781849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.112949006,0.003978319,0.0030175922,0.020923575,0.0038376076,0.010725049,0.0086265635,0.01454792,0.03409936],"category_scores_gemma":[0.25124744,0.0030517553,0.0050794613,0.024622103,0.00789638,0.013323016,0.010566215,0.014234873,0.023298988],"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":[0.00013648676,0.0005093712,0.0034193571,0.004151198,0.00007171573,0.0005481625,0.004249051,0.0031625133,0.0005916487,0.17045094,0.6232686,0.18944095],"study_design_scores_gemma":[0.00012176631,0.00012053963,0.004276616,0.009668988,0.00005771752,0.00036400044,0.0023747573,0.0028484196,0.0008225394,0.1203043,0.8588364,0.0002040375],"about_ca_topic_score_codex":0.022355782,"about_ca_topic_score_gemma":0.027677534,"teacher_disagreement_score":0.112949006,"about_ca_system_score_codex":0.009037465,"about_ca_system_score_gemma":0.03317684,"threshold_uncertainty_score":0.59733856},"labels":[],"label_agreement":null},{"id":"W4412450484","doi":"10.1016/j.marpol.2025.106846","title":"Decent work in fishing in a changing climate","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","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":"University of British Columbia; Fisheries and Oceans Canada","funders":"Stanford University Center for Innovation in Global Health; Stanford King Center on Global Development","keywords":"Fishing; Work (physics); Fishery; Climate change; Geography; Environmental resource management; Environmental science; Oceanography; Engineering; Geology; Biology","score_opus":0.06755226247932704,"score_gpt":0.3596174649362008,"score_spread":0.29206520245687373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412450484","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":[0.82678103,0.020986073,0.0027722043,0.069381796,0.00074957777,0.00006948469,0.0002471692,0.000020255226,0.078992456],"genre_scores_gemma":[0.9814952,0.012805516,0.00065773004,0.002900584,0.00013372157,0.000033541688,0.000070225404,0.0000036334454,0.0018997903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854904,0.0006119815,0.000075661635,0.0001092918,0.00021795403,0.00043599118],"domain_scores_gemma":[0.99840075,0.00047825245,0.0004588772,0.00006394078,0.00022078335,0.00037735593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002703601,0.00016275828,0.00021075622,0.0010161283,0.0033289918,0.0025180217,0.00055709475,0.0013736325,0.0030326364],"category_scores_gemma":[0.0031505523,0.00011098837,0.00040470538,0.0009251795,0.004249449,0.003184337,0.0032823014,0.0012415715,0.00023666481],"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":[0.00020998307,0.00032769018,0.3745841,0.0034062415,0.00018700983,0.0037007283,0.14408581,0.0037729375,0.002279972,0.15271749,0.02015577,0.29457223],"study_design_scores_gemma":[0.000014388514,0.00033205497,0.41804245,0.007810108,0.00008406184,0.00086896785,0.3955387,0.0011732827,0.00040622425,0.056356005,0.11927241,0.00010134118],"about_ca_topic_score_codex":0.054848887,"about_ca_topic_score_gemma":0.121203296,"teacher_disagreement_score":0.054848887,"about_ca_system_score_codex":0.0035413692,"about_ca_system_score_gemma":0.004938086,"threshold_uncertainty_score":0.109059274},"labels":[],"label_agreement":null},{"id":"W4412453110","doi":"10.1016/j.marpol.2025.106831","title":"Oppositions and alliances between ICCAT contracting parties through an analysis of co-sponsorship of management recommendations","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","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":"Fondation de France; Fondation pour la Recherche sur la Biodiversite; Institut de Recherche pour le Développement","keywords":"Business; Political science; Law and economics; Public relations; Sociology","score_opus":0.06386744194985847,"score_gpt":0.36022762060778046,"score_spread":0.29636017865792197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412453110","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":[0.9909061,0.000068341964,0.00058720517,0.0002454233,0.000009476319,0.00005622005,0.0002127842,0.0000055316746,0.007908965],"genre_scores_gemma":[0.99794763,0.000058132922,0.0006187707,0.000018465664,0.000012564335,0.00007237375,0.00022607922,0.000003963378,0.0010418643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934248,0.0031984802,0.00058787357,0.0005539224,0.0013924458,0.00084252696],"domain_scores_gemma":[0.9583663,0.021717103,0.011442139,0.0013483478,0.004206916,0.0029192844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007181151,0.00016061672,0.00025726607,0.0045946613,0.001771624,0.0028400752,0.0006057307,0.0005577147,0.0041013607],"category_scores_gemma":[0.026838355,0.000162418,0.00027677682,0.00550661,0.00083178293,0.001436075,0.002176021,0.0007934338,0.00035758747],"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":[0.00019979065,0.00016160957,0.92047346,0.0001347083,0.00010961896,0.0005099216,0.03194392,0.0014096699,0.0008568139,0.0065558203,0.0016654159,0.03597916],"study_design_scores_gemma":[0.000013100937,0.0001198459,0.90457976,0.00009091459,0.000056263867,0.00018447492,0.07121094,0.0074181817,0.00035279265,0.0010476443,0.014890668,0.000035390687],"about_ca_topic_score_codex":0.013467459,"about_ca_topic_score_gemma":0.017454559,"teacher_disagreement_score":0.013467459,"about_ca_system_score_codex":0.0019552836,"about_ca_system_score_gemma":0.001896811,"threshold_uncertainty_score":0.037977993},"labels":[],"label_agreement":null},{"id":"W4412480789","doi":"10.1016/j.marpol.2025.106819","title":"Globalism, localism and blue food systems – How can cross-scale tensions be reduced? A production perspective from UK seafood stakeholders","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","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":"Grieg Seafood (Canada); Oceans Limited (Canada); Fisheries and Oceans Canada","funders":"British Council","keywords":"Localism; Globalism; Perspective (graphical); Production (economics); Food processing; Scale (ratio); Food systems; Business; Political science; Economics; Food security; Globalization; Geography; Law; Agriculture; Ecology; Microeconomics; Computer science; Biology","score_opus":0.02754905165365143,"score_gpt":0.24380739152451833,"score_spread":0.2162583398708669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412480789","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":[0.3237996,0.09776306,0.0074861087,0.34129494,0.0012008202,0.00008408646,0.00021365643,0.00006576793,0.22809198],"genre_scores_gemma":[0.9619888,0.018420236,0.0009483049,0.0113087315,0.00009026848,0.000044583296,0.000050442948,0.00003534135,0.007113298],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9936308,0.004342083,0.00017577881,0.00039742992,0.00059833314,0.0008555468],"domain_scores_gemma":[0.9932728,0.0048590195,0.00046951213,0.00024165165,0.00065653655,0.0005004818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007310172,0.0005454471,0.0005456346,0.0023711831,0.0050645736,0.011039529,0.000983812,0.0034684583,0.006341208],"category_scores_gemma":[0.006837199,0.00033371212,0.00040542285,0.0028730116,0.01916016,0.014101046,0.009388456,0.0029313776,0.000496982],"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":[0.000094368625,0.00004602643,0.0056245066,0.0030090888,0.000055894765,0.0037378639,0.43481258,0.000657662,0.0015232038,0.45886588,0.024402788,0.067170225],"study_design_scores_gemma":[0.000015248274,0.0000915462,0.006275977,0.003642412,0.000030918793,0.00060874294,0.5167663,0.00024481682,0.00042423527,0.088812724,0.38303986,0.000047141388],"about_ca_topic_score_codex":0.018629763,"about_ca_topic_score_gemma":0.028132206,"teacher_disagreement_score":0.018629763,"about_ca_system_score_codex":0.012026815,"about_ca_system_score_gemma":0.005456386,"threshold_uncertainty_score":0.08726108},"labels":[],"label_agreement":null},{"id":"W4412532041","doi":"10.1016/j.marpol.2025.106830","title":"Impacts of fishery policy on the distribution of access and community benefits","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Saint Mary's University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Distribution (mathematics); Fishery; Business; Natural resource economics; Economics; Biology","score_opus":0.01925445005258757,"score_gpt":0.27487981625021946,"score_spread":0.2556253661976319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412532041","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":[0.83857936,0.0009269209,0.005420547,0.0068906825,0.00007139798,0.00008509478,0.000521141,0.00004503495,0.14745979],"genre_scores_gemma":[0.9963834,0.00013221036,0.00037249064,0.00021506037,0.000010845007,0.000017892708,0.000028308095,0.000005606679,0.002834119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9959239,0.0013015537,0.00016340351,0.00037286105,0.0009870935,0.0012512828],"domain_scores_gemma":[0.99331844,0.0028967054,0.0010595444,0.0004339668,0.0015498967,0.00074142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031682537,0.0001741266,0.00029166744,0.0015415385,0.0014171151,0.0028151993,0.00054009573,0.0009997397,0.009451161],"category_scores_gemma":[0.014155349,0.00016740308,0.00037893382,0.0013333916,0.0026514565,0.0027651885,0.003973534,0.001402089,0.00029539305],"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":[0.0010644784,0.00078505813,0.26601565,0.00026914972,0.00034579157,0.0017431467,0.0043897135,0.045718215,0.009303492,0.46101683,0.0052052955,0.20414314],"study_design_scores_gemma":[0.00008115067,0.00069708546,0.6902596,0.0002685362,0.00016466372,0.0006234684,0.012262189,0.023788411,0.0038263907,0.20719771,0.060659792,0.00017107106],"about_ca_topic_score_codex":0.057498626,"about_ca_topic_score_gemma":0.0650393,"teacher_disagreement_score":0.057498626,"about_ca_system_score_codex":0.0073030028,"about_ca_system_score_gemma":0.0033466902,"threshold_uncertainty_score":0.11432791},"labels":[],"label_agreement":null},{"id":"W4412938110","doi":"10.1016/j.marpol.2025.106861","title":"Predicting factors of fishing gear loss and distribution across Canada’s Pacific Ocean","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fishing; Oceanography; Pacific ocean; Fishery; Distribution (mathematics); Geography; Environmental science; Geology; Biology; Mathematics","score_opus":0.007799123555342902,"score_gpt":0.2539693657981264,"score_spread":0.2461702422427835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412938110","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":[0.9972631,0.00009239267,0.00035295397,0.00014571591,0.00000331488,0.000009465872,0.0010874273,0.000019843674,0.0010257837],"genre_scores_gemma":[0.99778986,0.00015715274,0.00052907725,0.00002019195,0.0000017190101,0.0000047098883,0.0010902999,0.000004128854,0.00040303968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99981993,0.000018013383,0.000010967135,0.000045809844,0.00004758875,0.000057711917],"domain_scores_gemma":[0.9992955,0.00013876753,0.0001379351,0.000024289106,0.000250325,0.0001531872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043096667,0.00042279434,0.00017268448,0.0010610274,0.0008980899,0.0011599532,0.00059521385,0.00030108533,0.0010757975],"category_scores_gemma":[0.0015839352,0.00024181795,0.00042678273,0.0013376494,0.00036782652,0.0003869853,0.0005813118,0.0004209015,0.0001338354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002164398,0.000019151856,0.98317415,0.000010728168,0.000034857057,0.00006157599,0.00007945911,0.011883854,0.00015319446,0.000120984834,0.00049078034,0.003949728],"study_design_scores_gemma":[0.0000071906975,0.000018075876,0.91851276,0.000030402512,0.000038832673,0.000041571682,0.0010633016,0.078986436,0.00016729152,0.0001358077,0.0009848367,0.000013601735],"about_ca_topic_score_codex":0.973825,"about_ca_topic_score_gemma":0.9792914,"teacher_disagreement_score":0.026175022,"about_ca_system_score_codex":0.0069941483,"about_ca_system_score_gemma":0.011470613,"threshold_uncertainty_score":0.05265826},"labels":[],"label_agreement":null},{"id":"W4414116748","doi":"10.1016/j.marpol.2025.106898","title":"Beyond growth: Reshaping fisheries for a wellbeing economy","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","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":"Fisheries and Oceans Canada","funders":"Organisation de Coopération et de Développement Économiques; Heriot-Watt University","keywords":"Prosperity; Livelihood; Sustainability; Intergenerational equity; Equity (law); Dignity; Fisheries law; Sustainable development","score_opus":0.01227873462078692,"score_gpt":0.2662579608593234,"score_spread":0.25397922623853647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414116748","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":[0.09186701,0.010791829,0.0720215,0.36173725,0.0017224264,0.000175676,0.00012408123,0.00032050832,0.46123967],"genre_scores_gemma":[0.90791833,0.0075798007,0.024437051,0.027413625,0.00079972914,0.00017934672,0.000071512215,0.00010065468,0.03149994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973611,0.0011093441,0.00007509831,0.0002477239,0.000557663,0.0006490004],"domain_scores_gemma":[0.9967242,0.0007623197,0.00035243272,0.00042760832,0.0006848963,0.0010486495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062127193,0.0005685884,0.0003373152,0.0012203337,0.004474291,0.00766425,0.0011227566,0.0033456837,0.0057048253],"category_scores_gemma":[0.0062819966,0.0001547492,0.00048723645,0.0008092294,0.014150557,0.013617685,0.009542453,0.0036411174,0.0012168671],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028972709,0.000057791254,0.0016437868,0.00012680238,0.000011815702,0.00017363361,0.0041378997,0.0009813329,0.0011101944,0.9295119,0.0075815464,0.05463428],"study_design_scores_gemma":[0.000009069688,0.00006400444,0.0031342518,0.0004657202,0.000014004736,0.00013288336,0.00837558,0.0007033513,0.00086815614,0.7691449,0.21705684,0.00003118682],"about_ca_topic_score_codex":0.0038185623,"about_ca_topic_score_gemma":0.0073479023,"teacher_disagreement_score":0.00766425,"about_ca_system_score_codex":0.0036314584,"about_ca_system_score_gemma":0.011584998,"threshold_uncertainty_score":0.032856405},"labels":[],"label_agreement":null},{"id":"W4414715017","doi":"10.1016/j.marpol.2025.106924","title":"Updated and expanded analysis of fuel tax concessions for the commercial fishing fleet of the United Kingdom","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Subsidy; Fishing; Government (linguistics); Transparency (behavior); Livelihood; Work (physics); Sustainability; Fishing industry","score_opus":0.03354471517953164,"score_gpt":0.3337014369501499,"score_spread":0.30015672177061825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414715017","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":[0.8794167,0.0018081983,0.0022207424,0.0014815013,0.00017033113,0.00014420951,0.056122243,0.00007824662,0.058557786],"genre_scores_gemma":[0.93586874,0.0011987819,0.0011465194,0.00020438012,0.000025877926,0.00006723204,0.03405103,0.000057858844,0.027379703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987839,0.00014873348,0.00012517892,0.0001132742,0.0006426123,0.00018639353],"domain_scores_gemma":[0.99517065,0.0009911371,0.0007906081,0.00020265573,0.0026706958,0.00017433285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085301156,0.00027516918,0.00033547118,0.0027129336,0.0004758738,0.0017492666,0.00041085092,0.0004854176,0.008879589],"category_scores_gemma":[0.0056454353,0.00021944269,0.0006499187,0.0030455177,0.00020641502,0.001192489,0.0007706471,0.00083572115,0.001736345],"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":[0.0006242953,0.0001747819,0.72923976,0.001018205,0.00031850813,0.0027197509,0.0030034527,0.034917757,0.0017407958,0.0146715855,0.1024827,0.109088555],"study_design_scores_gemma":[0.000017471497,0.000092207905,0.8834461,0.00028955142,0.00007907875,0.0004104722,0.0044442965,0.0087949075,0.0005465639,0.00055445125,0.10125926,0.00006551266],"about_ca_topic_score_codex":0.3223524,"about_ca_topic_score_gemma":0.34933135,"teacher_disagreement_score":0.3223524,"about_ca_system_score_codex":0.0036003462,"about_ca_system_score_gemma":0.0024176924,"threshold_uncertainty_score":0.6409522},"labels":[],"label_agreement":null},{"id":"W4415314567","doi":"10.1016/j.marpol.2025.106926","title":"Key elements for developing sustainable whale shark-human interactions in coastal aggregation areas","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"World Wildlife Fund Canada; Save Our Seas Foundation; Rufford Foundation","keywords":"Whale; Tourism; Habitat; Sustainability; Limiting; Government (linguistics); Ecotourism","score_opus":0.02060185865707678,"score_gpt":0.32089642593745427,"score_spread":0.3002945672803775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415314567","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":[0.014288673,0.07283723,0.025043245,0.64569354,0.0049150256,0.0012696997,0.001620774,0.0004408629,0.23389088],"genre_scores_gemma":[0.40688992,0.20078975,0.12360625,0.14005977,0.004050446,0.005682518,0.0024381655,0.00022366215,0.11625948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9936319,0.0025325555,0.0004575093,0.00037512483,0.0015446816,0.0014582761],"domain_scores_gemma":[0.99241567,0.0026902028,0.00074717985,0.0005098124,0.0019092767,0.0017277449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013660889,0.0011246299,0.0008138077,0.0024800769,0.0032779004,0.008848957,0.0031634083,0.009145558,0.020070344],"category_scores_gemma":[0.010309492,0.00055771635,0.0008034107,0.0028108682,0.0047835894,0.00673944,0.009899854,0.006343795,0.00225319],"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":[0.00019329613,0.0007537731,0.0061603277,0.00827307,0.0001700951,0.00047808644,0.0031245246,0.006767071,0.003592477,0.49544236,0.12173173,0.35331306],"study_design_scores_gemma":[0.000070533075,0.00034625936,0.015580539,0.009909642,0.000165351,0.00019065353,0.015020656,0.0013103683,0.002616632,0.2061919,0.74850225,0.000095241856],"about_ca_topic_score_codex":0.029117683,"about_ca_topic_score_gemma":0.04551347,"teacher_disagreement_score":0.029117683,"about_ca_system_score_codex":0.007901642,"about_ca_system_score_gemma":0.053945154,"threshold_uncertainty_score":0.07224655},"labels":[],"label_agreement":null},{"id":"W4415986650","doi":"10.1016/j.marpol.2025.106936","title":"Considering climate-driven weather implications on lobster harvesting effort in Nova Scotia","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; MEG-3 (Canada)","funders":"Nova Scotia Department of Fisheries and Aquaculture","keywords":"Fishing; Limiting; Climate change; Livelihood; Nova scotia; Productivity; Effects of global warming","score_opus":0.02373253580882586,"score_gpt":0.3071569909523025,"score_spread":0.28342445514347664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415986650","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":[0.9890948,0.0002807181,0.00014677967,0.003126765,0.00006351309,0.000015343618,0.0013589329,0.0000056427707,0.0059075113],"genre_scores_gemma":[0.9978756,0.0001607671,0.000050298062,0.00036638783,0.000011677359,0.0000048208126,0.00018263988,0.0000028377874,0.001345079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996251,0.000072275594,0.00001755617,0.00003652055,0.00004545923,0.00020315556],"domain_scores_gemma":[0.99835086,0.00047231143,0.00033533762,0.00003431706,0.0003810092,0.0004261366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008995236,0.00017709433,0.0002358323,0.00042701085,0.0008665798,0.0019536577,0.0005145148,0.00086375844,0.0023259348],"category_scores_gemma":[0.0034417033,0.00018455759,0.00046763595,0.00057427003,0.0005355,0.00041938716,0.0007314926,0.0009378247,0.00012597868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067168515,0.00013407477,0.92366904,0.00010846426,0.00032379144,0.0024585242,0.00081193727,0.050468452,0.0017202167,0.0060739047,0.007351353,0.0062085805],"study_design_scores_gemma":[0.000059584047,0.0000647007,0.9685939,0.00006606186,0.00009740962,0.000077757766,0.0046996144,0.022016926,0.0002738457,0.0010383881,0.002983143,0.000028685472],"about_ca_topic_score_codex":0.943661,"about_ca_topic_score_gemma":0.9762738,"teacher_disagreement_score":0.056339025,"about_ca_system_score_codex":0.012881507,"about_ca_system_score_gemma":0.010370735,"threshold_uncertainty_score":0.11334157},"labels":[],"label_agreement":null},{"id":"W4416424978","doi":"10.1016/j.marpol.2025.106965","title":"Introduction to the IMPAC5 Special Issue – Towards implementation of the global 30 × 30 conservation target in the ocean","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","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":"Inuit Circumpolar Council; Canadian Parks and Wilderness Society","funders":"","keywords":"Ocean observations; Indian ocean","score_opus":0.009181015138487807,"score_gpt":0.3138434530905818,"score_spread":0.304662437952094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416424978","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":[0.0011796901,0.026980164,0.0040762452,0.29500648,0.5517233,0.00032144692,0.0042633885,0.00095810083,0.115491204],"genre_scores_gemma":[0.016856713,0.024898393,0.009054095,0.28474894,0.3363597,0.00077170244,0.007221548,0.0013813378,0.31870762],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946902,0.00062644604,0.00043521269,0.0005157744,0.00300629,0.00072617293],"domain_scores_gemma":[0.98890114,0.0025762445,0.001088214,0.00071694725,0.0045023323,0.0022151335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010296733,0.0016805321,0.0013007902,0.0026069158,0.0025816222,0.008569805,0.0039876997,0.0148837585,0.04278967],"category_scores_gemma":[0.0150311235,0.00084426464,0.0020581482,0.0014377274,0.0021918819,0.004200195,0.004047791,0.014129141,0.018458541],"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":[0.000018300014,0.000025095182,0.00012383868,0.0001626336,0.0000074118134,0.00005088323,0.000026536245,0.00012853886,0.00014650465,0.0043260837,0.98576456,0.009219539],"study_design_scores_gemma":[0.0000051393204,0.000019135143,0.0012022331,0.00029889782,0.000008865184,0.00005865005,0.000043141416,0.0000810558,0.00012947813,0.0021167346,0.996018,0.000018788172],"about_ca_topic_score_codex":0.017306905,"about_ca_topic_score_gemma":0.028011557,"teacher_disagreement_score":0.04278967,"about_ca_system_score_codex":0.0037591245,"about_ca_system_score_gemma":0.011307563,"threshold_uncertainty_score":0.14314568},"labels":[],"label_agreement":null},{"id":"W4416435712","doi":"10.1016/j.marpol.2025.106964","title":"A blue conservation economy framework for meeting Canada's marine biodiversity targets","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Gordon and Betty Moore Foundation","keywords":"Biodiversity; Marine biodiversity; Grassroots; Marine conservation; Biodiversity conservation; Sustainability; Indigenous; Investment (military)","score_opus":0.006518243427504967,"score_gpt":0.2139465356564794,"score_spread":0.20742829222897444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416435712","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012627694,0.0017796815,0.012239268,0.41481957,0.003375365,0.00038918166,0.0014739432,0.0004367999,0.5528585],"genre_scores_gemma":[0.2633182,0.001880093,0.030623011,0.29057425,0.0010799632,0.0009053305,0.0009097871,0.00045432037,0.41025513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.980378,0.0029412117,0.0003252517,0.0008850123,0.009781705,0.005688881],"domain_scores_gemma":[0.9758223,0.0027956187,0.000453371,0.0006851886,0.012601286,0.0076422244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014754613,0.0012829223,0.0009893436,0.0041914647,0.01388491,0.023057105,0.005172062,0.022681559,0.016160976],"category_scores_gemma":[0.024089914,0.0014241231,0.0013490026,0.0025225268,0.007511701,0.0057136957,0.008339749,0.015588395,0.0018136296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053368232,0.00009360808,0.0012516854,0.00007478855,0.000041863408,0.00017949892,0.0013114131,0.0033681225,0.00036980901,0.5910696,0.38720962,0.014976626],"study_design_scores_gemma":[0.000102326194,0.000054361884,0.0067201117,0.00053149124,0.000057130124,0.000083437946,0.0034043917,0.004844605,0.00040496397,0.15486115,0.82876414,0.00017177121],"about_ca_topic_score_codex":0.9437295,"about_ca_topic_score_gemma":0.9723306,"teacher_disagreement_score":0.09301633,"about_ca_system_score_codex":0.09301633,"about_ca_system_score_gemma":0.38009143,"threshold_uncertainty_score":0.67488384},"labels":[],"label_agreement":null},{"id":"W4416545422","doi":"10.1016/j.marpol.2025.106959","title":"Three-dimensional management needs of deep-sea hydrothermal vent ecosystems","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","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":"Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; Australian Research Council; Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou); Ministério da Ciência, Tecnologia e Ensino Superior; Natural Sciences and Engineering Research Council of Canada; Ministerie van Landbouw, Natuur en Voedselkwaliteit; Fonds Wetenschappelijk Onderzoek; Bundesministerium für Bildung und Forschung; Koninklijk Nederlands Instituut voor Onderzoek der Zee; National Science Foundation; Fundo Regional para a Ciência e Tecnologia; Agence Nationale de la Recherche; Environmental Protection Agency; Fisheries and Oceans Canada; Connecticut Department of Energy and Environmental Protection","keywords":"Ecosystem; Hydrothermal vent; Seafloor spreading; Marine ecosystem; Biodiversity; Hydrothermal circulation; Safeguard","score_opus":0.010211719546194424,"score_gpt":0.24806813703890634,"score_spread":0.2378564174927119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416545422","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":[0.73558605,0.008461142,0.08594722,0.049210515,0.0006430421,0.00032919768,0.001828951,0.00064806675,0.117345795],"genre_scores_gemma":[0.9691729,0.0028725856,0.02323538,0.0006816495,0.000064913285,0.00009323127,0.0002963918,0.000040303305,0.0035426363],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969244,0.0000741173,0.000025790761,0.00003588586,0.00007317909,0.00009868175],"domain_scores_gemma":[0.9994135,0.00009611511,0.00008798386,0.000055199263,0.00014307826,0.00020423526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005104036,0.00022933653,0.00026113057,0.00049566256,0.0012200791,0.0027259002,0.00084208086,0.0012592953,0.0043261894],"category_scores_gemma":[0.0010899777,0.00018723583,0.0004995072,0.00051440566,0.0006867295,0.001807635,0.0020410519,0.00084351515,0.000395112],"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":[0.00026407026,0.00045171016,0.12175829,0.001977597,0.00022909697,0.004169127,0.006634307,0.20818558,0.037428133,0.0685888,0.028924966,0.5213883],"study_design_scores_gemma":[0.00007867194,0.0006317474,0.1526991,0.0012798745,0.00027937227,0.0026798411,0.06320563,0.29141116,0.009803843,0.15598829,0.32154313,0.00039933744],"about_ca_topic_score_codex":0.009354622,"about_ca_topic_score_gemma":0.026572816,"teacher_disagreement_score":0.009354622,"about_ca_system_score_codex":0.0011600372,"about_ca_system_score_gemma":0.0026705575,"threshold_uncertainty_score":0.018600345},"labels":[],"label_agreement":null},{"id":"W4416659652","doi":"10.1016/j.marpol.2025.106970","title":"Bridging borders: Toward alignment of environmental regulations in the Salish Sea for whale conservation","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","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":"Fisheries and Oceans Canada","funders":"","keywords":"Whale; Endangered species; Habitat; Ecosystem; Indigenous; Biodiversity; Whaling; Ecosystem services","score_opus":0.01820670793052587,"score_gpt":0.2822851005788702,"score_spread":0.2640783926483443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416659652","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":[0.05979883,0.03882115,0.029114952,0.48964363,0.0040767337,0.00031088557,0.00043447022,0.00025733066,0.37754205],"genre_scores_gemma":[0.7623819,0.05002259,0.029692747,0.100344904,0.0022619937,0.0006604603,0.0007005259,0.00019172729,0.05374308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.991715,0.002848912,0.0004704553,0.0006163023,0.0023220298,0.0020273984],"domain_scores_gemma":[0.99058,0.0035741804,0.0012118176,0.0006985913,0.0025229354,0.0014125532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017269535,0.0004920782,0.00043379565,0.0027078988,0.0033953101,0.009256799,0.0025275417,0.007453186,0.007802411],"category_scores_gemma":[0.019449227,0.00033450266,0.00081062096,0.0036798653,0.0069701695,0.008676092,0.010423123,0.0064226654,0.0005281845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000748232,0.00012396502,0.005115255,0.0006078609,0.000064753585,0.0002271679,0.0042347643,0.004213392,0.0011294351,0.80907816,0.035520267,0.13961026],"study_design_scores_gemma":[0.000050281127,0.0001534334,0.020036701,0.002925566,0.00008055348,0.00009777014,0.01798649,0.0016976139,0.0014173154,0.29576248,0.6597164,0.00007535612],"about_ca_topic_score_codex":0.056611996,"about_ca_topic_score_gemma":0.08725016,"teacher_disagreement_score":0.943388,"about_ca_system_score_codex":0.008415245,"about_ca_system_score_gemma":0.03251228,"threshold_uncertainty_score":0.11256492},"labels":[],"label_agreement":null},{"id":"W4417425174","doi":"10.1016/j.marpol.2025.107002","title":"The power of place: The role of place attachment in the offshore wind debate in the Gulf of Maine","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Canada Research Chairs; Colby College","keywords":"Offshore wind power; Place attachment; Wind power; Stakeholder; Submarine pipeline; Opposition (politics); NIMBY; Social impact assessment; Globe","score_opus":0.007989359769641005,"score_gpt":0.3047480234325414,"score_spread":0.29675866366290043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417425174","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":[0.9745095,0.001212394,0.0009302669,0.008865349,0.00016913476,0.000016882283,0.000012665631,0.000004212167,0.014279595],"genre_scores_gemma":[0.9978461,0.00033728377,0.00011036555,0.00047247892,0.000027892384,0.000008606421,0.000005606883,0.000004653468,0.0011870113],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9946202,0.0041647223,0.000118058524,0.00020438526,0.0003425121,0.0005500627],"domain_scores_gemma":[0.9912555,0.006382043,0.0007950355,0.00026270648,0.00048784382,0.0008168893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008060669,0.00040743558,0.00036328725,0.0018051914,0.016405703,0.006368921,0.0009922921,0.002912231,0.002699778],"category_scores_gemma":[0.010914793,0.00031352916,0.00023577381,0.0014908435,0.028115762,0.0064697545,0.0100790765,0.0038591286,0.0001849889],"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":[0.000026966065,0.0000080869195,0.0026771224,0.000038593746,0.0000030387757,0.00052649877,0.9848702,0.000028789804,0.0002177383,0.008527429,0.00032916685,0.002746375],"study_design_scores_gemma":[0.000002069384,0.000012797179,0.0019349081,0.00008143188,0.0000020656692,0.00009078459,0.98891455,0.000034982117,0.0000785305,0.00075866346,0.008083217,0.0000060017965],"about_ca_topic_score_codex":0.016873904,"about_ca_topic_score_gemma":0.026814483,"teacher_disagreement_score":0.016873904,"about_ca_system_score_codex":0.005707953,"about_ca_system_score_gemma":0.0026896656,"threshold_uncertainty_score":0.04262936},"labels":[],"label_agreement":null},{"id":"W7092201108","doi":"10.1016/j.marpol.2025.106928","title":"Assessing recreational boat usage and compliance with marine park regulations in Anse de Saint-Étienne (Saguenay Fjord, Québec): Implications for beluga conservation","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Social Sciences and Humanities Research Council of Canada; Ministère des Forêts, de la Faune et des Parcs","keywords":"Beluga Whale; Beluga; Recreation; Fishing; Wildlife; Fjord; Endangered species; Aerial survey","score_opus":0.0369726631891119,"score_gpt":0.31991429737163896,"score_spread":0.28294163418252705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092201108","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":[0.99523795,0.00039320262,0.0002853092,0.0002752944,0.000010219175,0.000048234207,0.0015449298,0.000013446079,0.0021914283],"genre_scores_gemma":[0.9972357,0.00023759122,0.00039127254,0.000088137,0.0000044945814,0.000034447137,0.0008457337,0.0000044234316,0.0011581552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992848,0.00014802678,0.000042846103,0.00012430073,0.00020505924,0.00019505539],"domain_scores_gemma":[0.99706465,0.00031284406,0.00061845256,0.000075721124,0.0013204556,0.0006080004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129124,0.0002901022,0.0003072617,0.00090890523,0.0013546009,0.0010729061,0.000980613,0.0004526458,0.0016430723],"category_scores_gemma":[0.0022729111,0.0001799451,0.00031557496,0.0017389181,0.00084146723,0.00046339643,0.0004642124,0.00041309136,0.0002049205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034902707,0.00002704627,0.99408865,0.00002240387,0.00003206453,0.00007547121,0.0007161991,0.0002174507,0.00027064525,0.000037809612,0.0005751091,0.0039021987],"study_design_scores_gemma":[9.31517e-7,0.000013556059,0.99843854,0.000009903231,0.000004176279,0.000010246408,0.0009506309,0.0002037024,0.000013527067,0.0000036356323,0.00034796502,0.000003046835],"about_ca_topic_score_codex":0.9874915,"about_ca_topic_score_gemma":0.9952159,"teacher_disagreement_score":0.01578551,"about_ca_system_score_codex":0.01578551,"about_ca_system_score_gemma":0.007891734,"threshold_uncertainty_score":0.11453241},"labels":[],"label_agreement":null},{"id":"W7113903208","doi":"10.1016/j.marpol.2025.106995","title":"Unlocking the economic potential of the fisheries sector in Cabo Verde","year":2025,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","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 British Columbia","funders":"Horizon 2020; European Research Council","keywords":"Fishing; Subsidy; Revenue; Poverty; Fisheries management; Cape verde; Socioeconomic status; Economic impact analysis","score_opus":0.006939289552988906,"score_gpt":0.2367012027405938,"score_spread":0.22976191318760492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113903208","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":[0.6826591,0.011553406,0.0006177172,0.1701685,0.0004784314,0.00006212308,0.0008403269,0.000048992915,0.13357139],"genre_scores_gemma":[0.9742391,0.0020013212,0.0005260729,0.0035982344,0.00008378976,0.00002329253,0.00011232537,0.000012716841,0.01940307],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99925596,0.00012114564,0.000014396303,0.00004136903,0.00011354171,0.00045354964],"domain_scores_gemma":[0.99857914,0.0003086297,0.00012743428,0.00003856854,0.00029173304,0.00065443857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010950222,0.00017530742,0.00020624601,0.0008234453,0.0023813613,0.004060051,0.0008215311,0.0020392681,0.0053433827],"category_scores_gemma":[0.0027037119,0.0002047219,0.00019806574,0.00073369936,0.0017659368,0.0011167513,0.0017638718,0.0015131788,0.00023528631],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008801571,0.00023094517,0.08093094,0.0012477826,0.000083290564,0.003913513,0.009789986,0.0072691543,0.0071154614,0.72839504,0.07978555,0.080358185],"study_design_scores_gemma":[0.00013102576,0.00018623013,0.27675325,0.001080436,0.00010822247,0.00060837966,0.027896294,0.008660544,0.0017479502,0.044270087,0.6384427,0.00011490541],"about_ca_topic_score_codex":0.5726923,"about_ca_topic_score_gemma":0.74934644,"teacher_disagreement_score":0.5726923,"about_ca_system_score_codex":0.012633203,"about_ca_system_score_gemma":0.019135775,"threshold_uncertainty_score":0.85964847},"labels":[],"label_agreement":null},{"id":"W994177479","doi":"10.1016/j.marpol.2015.06.028","title":"Canada's Pacific groundfish trawl habitat agreement: A global first in an ecosystem approach to bottom trawl impacts","year":2015,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Disney Worldwide Conservation Fund; Marisla Foundation; Gordon and Betty Moore Foundation","keywords":"Bottom trawling; Trawling; Groundfish; Habitat; Fishery; Marine protected area; Incentive; Marine conservation; Discards; Marine habitats; Ecosystem; Fisheries management; Environmental resource management; Geography; Oceanography; Ecology; Environmental science; Fishing; Economics","score_opus":0.021811056948634645,"score_gpt":0.25496926584582386,"score_spread":0.23315820889718922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W994177479","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":[0.12424044,0.004595918,0.005681521,0.49005932,0.0040189377,0.00043494755,0.010410734,0.0005722023,0.35998595],"genre_scores_gemma":[0.635587,0.004279485,0.015085772,0.16746645,0.00056265184,0.00035343348,0.0037865639,0.00021813001,0.17266048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943228,0.00041050737,0.00013582097,0.00026136072,0.0034381833,0.0014313882],"domain_scores_gemma":[0.99145716,0.00090757495,0.0003561688,0.00027792365,0.0042412323,0.0027597789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004688838,0.0005985652,0.00040942244,0.0019834843,0.0051273736,0.00633283,0.0022290174,0.0051021003,0.0042656516],"category_scores_gemma":[0.009020979,0.00043569555,0.000757005,0.002240202,0.0026499135,0.0017193878,0.0028464415,0.0060827006,0.0002707519],"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":[0.00025628816,0.00030019225,0.08577295,0.00030374355,0.00032179971,0.0008638778,0.0031201544,0.0062362393,0.0016341034,0.18572275,0.62901706,0.08645077],"study_design_scores_gemma":[0.00011664078,0.00010776907,0.24033847,0.00058584515,0.00025852112,0.0001521786,0.0056814365,0.004377631,0.0011128662,0.020449793,0.7266316,0.00018720877],"about_ca_topic_score_codex":0.9785848,"about_ca_topic_score_gemma":0.9895968,"teacher_disagreement_score":0.049459085,"about_ca_system_score_codex":0.049459085,"about_ca_system_score_gemma":0.24020967,"threshold_uncertainty_score":0.35885245},"labels":[],"label_agreement":null}]}