{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":73,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":73,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"831ce760a664","filters":{"venue":"Journal of Environmental Assessment Policy and Management"}},"results":[{"id":"W2171546978","doi":"10.1142/s1464333206002517","title":"BEYOND THE PILLARS: SUSTAINABILITY ASSESSMENT AS A FRAMEWORK FOR EFFECTIVE INTEGRATION OF SOCIAL, ECONOMIC AND ECOLOGICAL CONSIDERATIONS IN SIGNIFICANT DECISION-MAKING","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":450,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"Sustainability; Realm; Government (linguistics); Neglect; Social sustainability; Triple bottom line; Sustainable development; Process (computing); Management science; Environmental resource management; Political science; Ecology; Economics; Psychology; Computer science","authors":[{"name":"Robert Gibson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006893584336047305,"gpt":0.3320795581462002,"spread":0.3251859738101529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009864493,0.0002260387,0.0003659356,0.0001163874,0.0003304716,0.00008559469,0.000144631,0.0001009162,0.0002201582],"category_scores_gemma":[0.00005470582,0.0001674716,0.0001267917,0.00008709961,0.0005271672,0.0003495427,0.000319749,0.0002356527,0.000001528276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049503,"about_ca_system_score_gemma":0.00003906199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267441,"about_ca_topic_score_gemma":0.00008293073,"domain_scores_codex":[0.9981334,0.0002057298,0.0007304991,0.0002800319,0.0003579748,0.0002923443],"domain_scores_gemma":[0.9983848,0.0008596033,0.0005465382,0.0001345626,0.00000538327,0.0000690956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000306431,0.003750405,0.2879426,0.0001438803,0.0003748779,0.00006922337,0.002289504,0.006142175,0.005648518,0.6006724,0.001228156,0.09143176],"study_design_scores_gemma":[0.0006601838,0.0004085948,0.7002068,0.00002598742,0.00006503339,0.000009374451,0.002467864,0.0002192886,0.00005976882,0.2954185,0.0003353245,0.0001233189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863141,0.00004285775,0.007171395,0.002220011,0.00008393332,0.001421461,0.00003371937,0.000004204694,0.002708283],"genre_scores_gemma":[0.9844291,0.0002367022,0.01469749,0.0003840025,0.00009094078,0.0001037597,0.000004491629,0.00001343189,0.00004013116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4122641,"threshold_uncertainty_score":0.6829295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118927776","doi":"10.1142/s1464333207002743","title":"MEANINGFUL PUBLIC PARTICIPATION IN ENVIRONMENTAL ASSESSMENT: PERSPECTIVES FROM CANADIAN PARTICIPANTS, PROPONENTS, AND GOVERNMENT","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Public participation; Government (linguistics); Public relations; Convergence (economics); Public administration; Political science; Qualitative research; Public economics; Public opinion; Public consultation; Sociology; Economics; Economic growth; Social science; Law; Politics","authors":[{"name":"JENNIFER M. P. STEWART","is_ca":true},{"name":"A. John Sinclair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01414310126924994,"gpt":0.2997392275788113,"spread":0.2855961263095614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001412035,0.0004403072,0.000465856,0.0002519395,0.0003372415,0.0001468968,0.000304278,0.0001390908,0.001022302],"category_scores_gemma":[0.00002042553,0.0004171678,0.0001103478,0.0001974717,0.0005006579,0.001089954,0.000563134,0.0004260023,0.00002372896],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005568977,"about_ca_system_score_gemma":0.00004314174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004584039,"about_ca_topic_score_gemma":0.006823777,"domain_scores_codex":[0.9958926,0.0002001009,0.0009741279,0.0005637421,0.001324215,0.001045183],"domain_scores_gemma":[0.9981407,0.0001029623,0.0005273529,0.0002716712,0.000002196136,0.0009551286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006826103,0.001631092,0.9476005,0.00001768741,0.0002576476,0.0002399196,0.002741374,0.00006598631,0.009331428,0.002297212,0.0001066295,0.0356422],"study_design_scores_gemma":[0.001816226,0.0003388073,0.9774343,0.00004152449,0.0001189549,0.00001650783,0.01103425,0.0001682998,0.0001801729,0.0008799977,0.007563503,0.0004074489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872589,0.0002510866,0.0003447267,0.001227131,0.0001380751,0.0006181882,0.00008661397,0.00001041706,0.0100649],"genre_scores_gemma":[0.9927427,0.002858313,0.003234524,0.0006020009,0.0001535371,0.00002761556,0.00002232822,0.00004037998,0.0003185652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03523475,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171489287","doi":"10.1142/s1464333201000741","title":"STRATEGIC ENVIRONMENTAL ASSESSMENT AS A MEANS OF PURSUING SUSTAINABILITY: TEN ADVANTAGES AND TEN CHALLENGES","year":2001,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; Ministry of Agriculture; Government of British Columbia","funders":"","keywords":"Sustainability; Transparency (behavior); Process management; Strategic environmental assessment; Strategic planning; Implementation; Bureaucracy; Sustainability organizations; Process (computing); Management science; Public participation; Environmental impact assessment; Business; Engineering; Computer science; Political science; Public administration","authors":[{"name":"Kirk Stinchcombe","is_ca":true},{"name":"Robert Gibson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01339808645568393,"gpt":0.3100807006555258,"spread":0.2966826141998419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008511904,0.0005614692,0.0007160282,0.0002721601,0.0003071957,0.00009208982,0.0004430466,0.0001517547,0.0008395945],"category_scores_gemma":[0.00001211456,0.0004954428,0.0002228788,0.0001663038,0.0008837401,0.0009816837,0.001075075,0.0004126721,0.00001304258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176041,"about_ca_system_score_gemma":0.00004275534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495849,"about_ca_topic_score_gemma":0.00001896631,"domain_scores_codex":[0.9960524,0.0002663311,0.001050432,0.0006025831,0.001306538,0.0007217014],"domain_scores_gemma":[0.998152,0.0001137595,0.0008380964,0.000396946,0.000004960723,0.0004942692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000330607,0.00533107,0.7634373,0.0004827974,0.001263382,0.0007691354,0.002606589,0.0007608355,0.0220833,0.0123749,0.0001574203,0.1904027],"study_design_scores_gemma":[0.002536252,0.001792524,0.9401507,0.00009506278,0.0003559263,0.0003156119,0.03201647,0.000171912,0.0001839819,0.01307503,0.008690843,0.0006156894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672187,0.0008438072,0.0001791515,0.002270751,0.0001101694,0.0007872966,0.00003836827,0.00001745221,0.0285343],"genre_scores_gemma":[0.9543667,0.04139136,0.002651214,0.0003261925,0.0001274524,0.00003247616,0.00001201211,0.00004893709,0.001043595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.189787,"threshold_uncertainty_score":0.9997497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248191453","doi":"10.1142/s146433320000014x","title":"STRATEGIC ENVIRONMENTAL ASSESSMENT: WHAT IS IT? &amp; WHAT MAKES IT STRATEGIC?","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"U.S. Department of Energy","keywords":"Strategic environmental assessment; Strategic planning; Management science; Environmental impact assessment; Process management; Business; Environmental planning; Environmental resource management; Risk analysis (engineering); Political science; Engineering; Economics; Environmental science; Marketing","authors":[{"name":"Bram Noble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02830456410106948,"gpt":0.3200222650478556,"spread":0.2917177009467862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008881006,0.0009127301,0.0008244358,0.0002481507,0.0006511575,0.00121852,0.0008408585,0.000261574,0.03609228],"category_scores_gemma":[0.000001591098,0.0008347304,0.0004509609,0.0002741371,0.0008573066,0.005629766,0.0006729374,0.0007401039,0.0007726027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162446,"about_ca_system_score_gemma":0.00004819854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000086644,"about_ca_topic_score_gemma":0.0000301555,"domain_scores_codex":[0.9940447,0.0003318716,0.001496492,0.0008980603,0.002071689,0.001157153],"domain_scores_gemma":[0.9976224,0.0000922395,0.0008053653,0.0006768084,0.000003366141,0.0007998034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001120871,0.02251666,0.08552954,0.000603614,0.005581608,0.001912155,0.01432102,0.005335217,0.05861998,0.008506176,0.025157,0.7707962],"study_design_scores_gemma":[0.01174277,0.003430183,0.4258105,0.001065833,0.001516871,0.0008205337,0.1213769,0.0007587636,0.0006605295,0.02404698,0.4045709,0.004199265],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146279,0.0008876331,0.00007144811,0.006971874,0.0004758877,0.0009854954,0.00008621428,0.0000293452,0.07586423],"genre_scores_gemma":[0.8570313,0.1186147,0.003097926,0.007390433,0.0003415676,0.00004693834,0.00006986226,0.00008454034,0.01332275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7665969,"threshold_uncertainty_score":0.9998183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994859985","doi":"10.1142/s1464333208002944","title":"CHARACTERIZING PROJECT AND STRATEGIC APPROACHES TO REGIONAL CUMULATIVE EFFECTS ASSESSMENT IN CANADA","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Typology; Management science; Function (biology); Scale (ratio); Strategic environmental assessment; Process management; Political science; Regional science; Sociology; Engineering; Geography; Environmental impact assessment; Cartography","authors":[{"name":"Jill Harriman","is_ca":true},{"name":"Bram Noble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06725961969883804,"gpt":0.2943189247844272,"spread":0.2270593050855892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003400124,0.0003272763,0.0004192094,0.0001881371,0.0002180948,0.00004006278,0.0002082147,0.00005171741,0.00006677364],"category_scores_gemma":[0.000003660617,0.0002908288,0.0000634094,0.0002111379,0.0001940373,0.0004654454,0.0004939996,0.0003124102,0.000003756177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00322339,"about_ca_system_score_gemma":0.0001654969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06500772,"about_ca_topic_score_gemma":0.01708844,"domain_scores_codex":[0.9975781,0.0001635695,0.000581772,0.0003714127,0.0008334146,0.0004716902],"domain_scores_gemma":[0.9991252,0.00007849003,0.0003318093,0.0001555465,0.000001367187,0.0003075249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001721985,0.001670519,0.9569932,0.0002108574,0.0004353215,0.001243865,0.003744142,0.001202054,0.009682587,0.005228055,0.0007559432,0.01866132],"study_design_scores_gemma":[0.001199427,0.0003683628,0.9924578,0.00006605816,0.00003922315,0.0001117234,0.002657101,0.0002574781,0.00008132411,0.0006014118,0.001847523,0.000312567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878079,0.0000480741,0.00006900313,0.001273796,0.00008256453,0.0007219203,0.00001437841,0.000004707279,0.009977696],"genre_scores_gemma":[0.9924253,0.001487805,0.004384595,0.001245733,0.0000796594,0.00004337699,0.000007100893,0.00002293904,0.0003034921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04791928,"threshold_uncertainty_score":0.9999544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156641251","doi":"10.1142/s1464333203001401","title":"Learning, Public Involvement and Environmental Assessment: A Canadian Case Study","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; University of Winnipeg","funders":"","keywords":"Transformative learning; Sustainability; Citizen journalism; Social learning; Process (computing); Public participation; Ideal (ethics); Participatory action research; Political science; Environmental planning; Process management; Sociology; Knowledge management; Public relations; Engineering; Computer science; Pedagogy; Ecology; Geography","authors":[{"name":"Alan P. Diduck","is_ca":true},{"name":"Bruce Mitchell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01390471803645512,"gpt":0.283415007340624,"spread":0.2695102893041689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001390646,0.0005747039,0.0005423237,0.0004219865,0.0009380874,0.0002560119,0.0002995269,0.0001302057,0.00158099],"category_scores_gemma":[0.00001623407,0.0005359069,0.0001561435,0.0002339746,0.0005026871,0.0009986107,0.0005955822,0.0006229404,0.00002829487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002780761,"about_ca_system_score_gemma":0.00008374549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532892,"about_ca_topic_score_gemma":0.003133454,"domain_scores_codex":[0.9958914,0.0005758124,0.0009176232,0.0006211051,0.001087153,0.0009069124],"domain_scores_gemma":[0.9978271,0.00007218061,0.0005642709,0.0003424547,0.00000303758,0.001190936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001481853,0.002757842,0.9650181,0.00003397859,0.0005903866,0.004085857,0.00232353,0.0001377699,0.001114564,0.001658745,0.0003511404,0.02191328],"study_design_scores_gemma":[0.005171151,0.003169671,0.8222052,0.0000357631,0.0004800216,0.00364137,0.08554827,0.0002022923,0.00004701072,0.0009083282,0.0775076,0.001083315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793285,0.000140877,0.0001260854,0.0004307222,0.0001714503,0.001041296,0.00003118113,0.00001648371,0.01871337],"genre_scores_gemma":[0.993454,0.002100637,0.002065573,0.000691221,0.00008717896,0.0000549812,0.00001497316,0.00005786429,0.001473533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428129,"threshold_uncertainty_score":0.9997092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038040429","doi":"10.1142/s1464333209003361","title":"INTEGRATING CUMULATIVE EFFECTS IN REGIONAL STRATEGIC ENVIRONMENTAL ASSESSMENT FRAMEWORKS: LESSONS FROM PRACTICE","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Strategic environmental assessment; Cumulative effects; Sustainability; Context (archaeology); Pace; Environmental planning; Scale (ratio); Environmental impact assessment; Environmental resource management; Regional planning; Sustainable development; Political science; Environmental science; Geography; Urban planning; Engineering; Civil engineering","authors":[{"name":"Jill Harriman Gunn","is_ca":true},{"name":"Bram Noble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01780753825569572,"gpt":0.3527835376415143,"spread":0.3349759993858186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008305136,0.0005953241,0.0006568104,0.0002597565,0.0002983642,0.0001647391,0.0004958994,0.0002816375,0.0005616079],"category_scores_gemma":[0.00002484749,0.0005401136,0.0002296664,0.0002645566,0.0003850076,0.001550325,0.0004738459,0.001252152,0.00003702284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002973756,"about_ca_system_score_gemma":0.00003959979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002531372,"about_ca_topic_score_gemma":0.00002549072,"domain_scores_codex":[0.9956163,0.0004747502,0.001113622,0.0006421896,0.00143589,0.000717222],"domain_scores_gemma":[0.9978608,0.0003991738,0.0009640737,0.0003560511,0.000003072474,0.0004168396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001124522,0.02659673,0.2782903,0.0001567694,0.002380159,0.003699204,0.01021792,0.009532226,0.09090063,0.1015894,0.002758282,0.4727538],"study_design_scores_gemma":[0.002938925,0.001182648,0.9477037,0.0002159502,0.0002358973,0.00006315343,0.007570882,0.0008627143,0.0001043251,0.03349004,0.004988995,0.0006427655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583094,0.0004234287,0.002123915,0.006885278,0.0002650898,0.001033636,0.00005447286,0.00002584611,0.03087899],"genre_scores_gemma":[0.9601653,0.003904371,0.03123875,0.004069121,0.0002522395,0.00002636452,0.00004124781,0.00003684122,0.0002658274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6694134,"threshold_uncertainty_score":0.999705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092307719","doi":"10.1142/s1464333206002463","title":"IN IT TOGETHER: ORGANIZATIONAL LEARNING THROUGH PARTICIPATION IN ENVIRONMENTAL ASSESSMENT","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Documentation; Organizational learning; Knowledge management; Variety (cybernetics); Process (computing); Resource (disambiguation); Organizational memory; Psychology; Business; Computer science","authors":[{"name":"Patricia Fitzpatrick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008650360496019274,"gpt":0.3076817785412247,"spread":0.2990314180452055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006639255,0.000361604,0.0004127681,0.0002318807,0.0001805286,0.00007297824,0.000262772,0.0001191985,0.001771206],"category_scores_gemma":[0.000007826805,0.0003531492,0.0001072566,0.0003084063,0.000270515,0.001145278,0.0004665436,0.0004598897,0.00004593828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002710728,"about_ca_system_score_gemma":0.00002316941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004575728,"about_ca_topic_score_gemma":0.0001337089,"domain_scores_codex":[0.9967312,0.0002719924,0.001046548,0.0004070632,0.0009731668,0.0005700136],"domain_scores_gemma":[0.999096,0.0000754636,0.0005149368,0.0001722401,0.000001553248,0.0001397578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004406618,0.002658841,0.9691764,0.00002507165,0.00006199344,0.0001829825,0.0008599502,0.008550985,0.01172866,0.003826037,0.0004456796,0.002439368],"study_design_scores_gemma":[0.002283417,0.0002995552,0.9792553,0.00004467886,0.00004835105,0.00002629257,0.001849481,0.0004279035,0.0002106817,0.005797788,0.00939514,0.0003613805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632661,0.00006874226,0.0005269416,0.001684356,0.0001316557,0.0004768046,0.00001437195,0.000009445487,0.03382161],"genre_scores_gemma":[0.9916406,0.001510014,0.00387697,0.0008849464,0.0001684772,0.00003437344,0.00003447812,0.00003895144,0.001811138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03201047,"threshold_uncertainty_score":0.9998921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252210982","doi":"10.1142/s1464333201000832","title":"TOWARDS A STRUCTURED APPROACH TO STRATEGIC ENVIRONMENTAL ASSESSMENT","year":2001,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Strategic environmental assessment; Plan (archaeology); Management science; Environmental planning; Environmental impact assessment; Computer science; Strategic planning; Environmental resource management; Operations research; Process management; Engineering; Environmental science; Business; Political science; Geography","authors":[{"name":"Bram Noble","is_ca":true},{"name":"Keith Storey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01712904636906324,"gpt":0.2978465559045949,"spread":0.2807175095355317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006874562,0.0006438755,0.0006533371,0.0003132185,0.0004056052,0.0001852513,0.0006904143,0.0001587074,0.001589414],"category_scores_gemma":[0.000004794862,0.0005647608,0.0002811403,0.0003437762,0.0003942485,0.0007804384,0.00113792,0.0004918818,0.0000885573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493758,"about_ca_system_score_gemma":0.00003875469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009126689,"about_ca_topic_score_gemma":0.000008321482,"domain_scores_codex":[0.9955475,0.0002157962,0.001021589,0.0006753179,0.001657538,0.000882215],"domain_scores_gemma":[0.9980594,0.00003516356,0.0005765765,0.0004626684,0.000002721876,0.0008634623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008980713,0.01839014,0.4962842,0.000291005,0.003136789,0.001383413,0.004797341,0.01161781,0.1351843,0.03467562,0.006966226,0.2863751],"study_design_scores_gemma":[0.002521311,0.001047337,0.9535084,0.0000392682,0.0002487641,0.0003476322,0.004227612,0.0003538915,0.0001627175,0.004480748,0.03224209,0.0008202475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8534778,0.00008259104,0.002823279,0.0009034672,0.0002615492,0.001000469,0.00006603848,0.00002861934,0.1413562],"genre_scores_gemma":[0.9677867,0.002369379,0.02574227,0.001670226,0.0003117149,0.00005519563,0.00003187157,0.00006413537,0.001968458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4572242,"threshold_uncertainty_score":0.9996804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043197118","doi":"10.1142/s1464333203001310","title":"AUDITING STRATEGIC ENVIRONMENTAL ASSESSMENT PRACTICE IN CANADA","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Strategic environmental assessment; Audit; Quality (philosophy); Plan (archaeology); Process (computing); Set (abstract data type); Environmental resource management; Strategic planning; Process management; Environmental planning; Business; Environmental impact assessment; Measure (data warehouse); Computer science; Environmental science; Accounting; Geography; Political science","authors":[{"name":"Bram Noble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009542760790041087,"gpt":0.2823979120607418,"spread":0.2728551512707008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001052494,0.0004779008,0.0005185808,0.0001790196,0.0002574517,0.00008961344,0.0003654918,0.00008931204,0.0015933],"category_scores_gemma":[0.00002427175,0.00045475,0.0001327402,0.0002344811,0.0002426566,0.001012195,0.000413394,0.0005701099,0.00002595069],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007931821,"about_ca_system_score_gemma":0.0002512354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04099959,"about_ca_topic_score_gemma":0.01852651,"domain_scores_codex":[0.9957445,0.0004506505,0.001091092,0.0004841702,0.001446958,0.0007825974],"domain_scores_gemma":[0.9982201,0.0001985877,0.000838391,0.0003033138,0.000002169391,0.0004374452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001456397,0.005168846,0.9003832,0.0001272385,0.000901991,0.00256222,0.001177336,0.006729448,0.0156033,0.01885164,0.001724203,0.0466249],"study_design_scores_gemma":[0.003134069,0.0004598426,0.930031,0.00007124999,0.0001847024,0.0003057135,0.01787818,0.0001893728,0.0002136585,0.002699227,0.04407214,0.0007608497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824313,0.0001986119,0.0001613077,0.0007730196,0.0002965452,0.0005710166,0.0000435953,0.000008127308,0.1155165],"genre_scores_gemma":[0.986433,0.003977045,0.007395174,0.001448353,0.00008856956,0.000026722,0.00001098289,0.0000425469,0.0005775723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149389,"threshold_uncertainty_score":0.9997904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062912488","doi":"10.1142/s1464333206002360","title":"CAPACITY BUILDING FOR EIA IN BRAZIL: PRELIMINARY CONSIDERATIONS AND PROBLEMS TO BE OVERCOME","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Legislation; Environmental planning; Process (computing); Capacity building; Environmental impact assessment; Environmental resource management; Business; Risk analysis (engineering); Environmental economics; Computer science; Political science; Environmental science; Economics","authors":[{"name":"Denis Kirchhoff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01849029917758263,"gpt":0.3019613156882927,"spread":0.28347101651071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004455484,0.0002284331,0.0002834761,0.0001736657,0.0002142934,0.00008360122,0.0001142411,0.00006180142,0.0001298183],"category_scores_gemma":[0.00001047591,0.0002154469,0.0000732906,0.0001081046,0.0001872064,0.0005282119,0.0003637251,0.0001446014,0.000002940976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007637386,"about_ca_system_score_gemma":0.00000841516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003054835,"about_ca_topic_score_gemma":0.0001158123,"domain_scores_codex":[0.9983442,0.0000638062,0.0005465561,0.0002828643,0.0003944422,0.0003680825],"domain_scores_gemma":[0.9993601,0.00009217366,0.000231925,0.000124048,0.000001837227,0.0001898562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003163443,0.005123334,0.7238918,0.0004044233,0.0003971119,0.0001769909,0.003129578,0.01881602,0.1470806,0.06416149,0.01071864,0.02578366],"study_design_scores_gemma":[0.001505719,0.000623999,0.9729686,0.00004781483,0.00006065008,0.00004321369,0.0003470904,0.0001881128,0.0003089995,0.01343761,0.01020704,0.0002611681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989673,0.00005622842,0.001436657,0.004085162,0.00007184339,0.0009179401,0.00004375268,0.000007235724,0.003708133],"genre_scores_gemma":[0.9766065,0.0002854251,0.02094709,0.001534894,0.00009118453,0.00005832363,0.000004915642,0.0000199666,0.0004516918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2490768,"threshold_uncertainty_score":0.878567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964603288","doi":"10.1142/s1464333211003936","title":"\"WE ARE FIGHTING FOR OURSELVES\" — FIRST NATIONS' EVALUATION OF BRITISH COLUMBIA AND CANADIAN ENVIRONMENTAL ASSESSMENT PROCESSES","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Indigenous; First nation; Government (linguistics); Treaty; Political science; Public administration; Work (physics); Indigenous rights; Traditional knowledge; Environmental impact assessment; Environmental ethics; Law; Human rights; Engineering; Ecology","authors":[{"name":"Annie L. Booth","is_ca":true},{"name":"Norm W. Skelton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02353393967500081,"gpt":0.2860770385641893,"spread":0.2625430988891885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001076795,0.0002719009,0.0004239786,0.0001957027,0.0005978961,0.0001297618,0.0002882353,0.0001165823,0.001190907],"category_scores_gemma":[0.00003577338,0.0003484367,0.0001282361,0.0001888604,0.0004062035,0.0007912875,0.0003146374,0.0001829707,0.000004876594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753667,"about_ca_system_score_gemma":0.00009779968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01603144,"about_ca_topic_score_gemma":0.1015451,"domain_scores_codex":[0.9970881,0.0001339184,0.0007794199,0.000415377,0.001079984,0.0005031688],"domain_scores_gemma":[0.9983634,0.0001084741,0.0008784293,0.000200344,0.00001165959,0.0004377165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004662952,0.002358591,0.9193252,0.0005097531,0.0007351728,0.00005706607,0.002396606,0.0002627444,0.001087631,0.000284708,0.003348895,0.06958701],"study_design_scores_gemma":[0.00212016,0.0004929373,0.9782767,0.000208512,0.0004792573,0.00005977842,0.005691533,0.0002478405,0.00006741594,0.001575532,0.01040057,0.000379819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836586,0.0005064023,0.0002562105,0.0004236208,0.0001624136,0.001510062,0.0004570873,0.000009686771,0.01301588],"genre_scores_gemma":[0.9844224,0.007211134,0.007009726,0.000239114,0.0000908336,0.0001162707,0.00002862648,0.00003792562,0.000843939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0855137,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988566548","doi":"10.1142/s1464333219500182","title":"SEA, Urban Plans and Solid Waste Management in Kenya: Participation and Learning for Sustainable Cities","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; The King's University; University of Manitoba","funders":"","keywords":"Transformative learning; Environmental education; Environmental planning; Focus group; Municipal solid waste; Experiential learning; Transparency (behavior); Grassroots; Business; Political science; Environmental resource management; Engineering; Sociology; Geography; Pedagogy; Waste management; Environmental science; Marketing","authors":[{"name":"Patricia Ozoike-Dennis","is_ca":true},{"name":"Harry Spaling","is_ca":true},{"name":"A. John Sinclair","is_ca":true},{"name":"Heidi Walker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008497015636689214,"gpt":0.2889891104826483,"spread":0.2804920948459591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005536297,0.0002318122,0.0002995557,0.0001748816,0.0002192312,0.0001041904,0.000118262,0.00005944607,0.0001186513],"category_scores_gemma":[0.000005310604,0.0002158426,0.00005548557,0.00009129733,0.0001708767,0.00069308,0.0005224056,0.0001953493,0.000005475752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563195,"about_ca_system_score_gemma":0.000004663148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007057364,"about_ca_topic_score_gemma":0.00001120149,"domain_scores_codex":[0.998339,0.0000929802,0.0004422808,0.0002905115,0.0003753293,0.000459909],"domain_scores_gemma":[0.9993896,0.00005971846,0.0002661277,0.0001091188,0.000001966304,0.0001734529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000227306,0.0007257134,0.9510661,0.0004972795,0.0003723968,0.0001171648,0.002540034,0.003187048,0.0017172,0.009808529,0.0006108739,0.02913039],"study_design_scores_gemma":[0.002843178,0.00075151,0.9651011,0.00006721717,0.000125504,0.00001353292,0.01554719,0.001030541,0.0001064874,0.00218628,0.01191709,0.0003103652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986899,0.000106113,0.0001815003,0.0003259291,0.00004812588,0.0008011223,0.000007310273,0.000006512574,0.01162441],"genre_scores_gemma":[0.9890898,0.002739977,0.001192851,0.0002923646,0.00005725079,0.00003823638,0.00000903421,0.00002248917,0.006558027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02882002,"threshold_uncertainty_score":0.8801805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958384206","doi":"10.1142/s1464333215010012","title":"IMPACT ASSESSMENT RESEARCH: ACHIEVEMENTS, GAPS AND FUTURE DIRECTIONS","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Strategic environmental assessment; Normative; Environmental impact assessment; Political science; Social impact assessment; Impact assessment; Environmental planning; Sustainable development; Marine research; Engineering ethics; Health impact assessment; Social impact; Regional science; Sociology; Engineering; Geography; Public administration; Public health; Oceanography; Medicine","authors":[{"name":"Thomas B. Fischer","is_ca":false},{"name":"Bram Noble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03882786572843658,"gpt":0.3912022356217585,"spread":0.3523743698933219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001888265,0.0003802399,0.0004190131,0.0003346898,0.0004721918,0.0001801977,0.0003339513,0.0001174064,0.0005457539],"category_scores_gemma":[0.00001220492,0.0003084861,0.0001525432,0.000367945,0.0005928247,0.0009775055,0.001104345,0.0005887311,0.00003522279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600324,"about_ca_system_score_gemma":0.00005723057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002180387,"about_ca_topic_score_gemma":0.00001657773,"domain_scores_codex":[0.9961938,0.0004053068,0.0006546424,0.0004261103,0.001638083,0.0006821031],"domain_scores_gemma":[0.9983613,0.00007226546,0.0003816531,0.0003054735,0.00001039112,0.0008689049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002636407,0.005041691,0.676717,0.0001021303,0.001358397,0.000340805,0.004472008,0.0001865765,0.005086201,0.008112171,0.0171269,0.2811925],"study_design_scores_gemma":[0.001750491,0.001139274,0.8015684,0.00002826803,0.000101208,0.00009245113,0.003828506,0.00004420082,0.00002501823,0.003209068,0.1879221,0.0002909895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955538,0.0006552003,0.0001375462,0.002821272,0.0003527184,0.0006211118,0.00003512655,0.00001953847,0.03981949],"genre_scores_gemma":[0.9719798,0.01916431,0.00618126,0.0004387086,0.0006654483,0.00003326235,0.00001400985,0.00004230842,0.001480927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2809015,"threshold_uncertainty_score":0.9999367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100733208","doi":"10.1142/s1464333214500306","title":"GREENWASHING: A PROPOSAL TO RESTRICT ITS SPREAD","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Greenwashing; Business; Government (linguistics); Work (physics); Conversation; Obligation; Service (business); Exploit; Public relations; Marketing; Political science; Corporate social responsibility; Computer security; Engineering; Law; Sociology; Computer science","authors":[{"name":"David Markham","is_ca":true},{"name":"Anshuman Khare","is_ca":true},{"name":"Terry Beckman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008622963108740738,"gpt":0.2493371853358201,"spread":0.2407142222270793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000726577,0.0003233569,0.0003604006,0.0006667002,0.0002135668,0.0002725696,0.000450221,0.00006555608,0.0001230619],"category_scores_gemma":[0.00006911087,0.000284884,0.0001234381,0.000353914,0.0001067694,0.001723631,0.0009121315,0.0002165545,0.00009014133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004780213,"about_ca_system_score_gemma":0.00001889811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006344782,"about_ca_topic_score_gemma":0.000005128481,"domain_scores_codex":[0.9977399,0.00004212685,0.000652845,0.0003482435,0.0007539028,0.0004629543],"domain_scores_gemma":[0.9990351,0.00004683511,0.0005017115,0.0003040344,0.00002145214,0.00009090191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005309527,0.003552453,0.1152096,0.002234875,0.0006442569,0.0003521647,0.000291685,0.00395776,0.01737287,0.6311131,0.01073661,0.2140037],"study_design_scores_gemma":[0.001477963,0.0002251454,0.6437168,0.0001134679,0.0001863513,0.00003341149,0.0005165584,0.0004540007,0.0001266865,0.004966443,0.3477308,0.000452442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620052,0.00007244055,0.002506689,0.01751281,0.0003618043,0.001050713,0.000005830681,0.00004446006,0.01644006],"genre_scores_gemma":[0.9882709,0.0001723578,0.00352735,0.00583593,0.00134553,0.00002707739,0.000006098025,0.00004150159,0.0007732827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6261467,"threshold_uncertainty_score":0.9999603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046145332","doi":"10.1142/s1464333203001413","title":"Achieving Effectiveness in Stakeholder Participation Using the GIS-Based Collaborative Spatial Delphi Methodology","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Simon Fraser University","funders":"","keywords":"Stakeholder; Delphi method; Participatory GIS; Citizen journalism; Spatial planning; Participatory planning; Process (computing); Delphi; Process management; Spatial analysis; Stakeholder engagement; Knowledge management; Spatial design; Environmental resource management; Management science; Computer science; Environmental planning; Business; Geography; Engineering; Political science; Space (punctuation); Environmental science","authors":[{"name":"Shivanand Balram","is_ca":true},{"name":"Suzana Dragićević","is_ca":true},{"name":"Thomas C. Meredith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2285736797745486,"gpt":0.5032299948802599,"spread":0.2746563151057113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005944624,0.0001064838,0.0001896103,0.00026566,0.0002862875,0.00006962119,0.0001710222,0.00005450473,0.00004734169],"category_scores_gemma":[0.0001831157,0.00008277308,0.00004408913,0.0003026736,0.0002989916,0.0002132772,0.00006732973,0.0002095097,4.635889e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008186109,"about_ca_system_score_gemma":0.0001515532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004192494,"about_ca_topic_score_gemma":0.000228355,"domain_scores_codex":[0.9956123,0.003074101,0.0003437976,0.0001397012,0.0005387065,0.0002913577],"domain_scores_gemma":[0.9988595,0.0006707412,0.0002623872,0.0001087699,0.00001926337,0.00007935246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009350234,0.003904583,0.318301,0.0004351677,0.0009122372,0.0005179007,0.02186731,0.03501443,0.04552584,0.4450309,0.0002715013,0.1272841],"study_design_scores_gemma":[0.003346317,0.0007424125,0.9275796,0.0002484753,0.0002088692,0.00001160932,0.03332189,0.0008112082,0.003253681,0.008051622,0.02199223,0.0004320773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250836,0.0001119895,0.06847474,0.001867764,0.0001180977,0.0008435089,0.000004495482,0.000006312461,0.003489508],"genre_scores_gemma":[0.9864892,0.000387277,0.01281453,0.0001718187,0.00006415361,0.000034175,5.488651e-7,0.000008767499,0.00002952596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6092786,"threshold_uncertainty_score":0.3375388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241606212","doi":"10.1142/s1464333200000485","title":"ADDRESSING CUMULATIVE EFFECTS THROUGH STRATEGIC ENVIRONMENTAL ASSESSMENT: A CASE STUDY OF SMALL HYDRO DEVELOPMENT IN NEWFOUNDLAND, CANADA","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Strategic environmental assessment; Cumulative effects; Scope (computer science); Environmental planning; Hydroelectricity; Environmental impact assessment; Process (computing); Environmental resource management; Business; Operations research; Management science; Engineering; Computer science; Environmental science; Political science","authors":[{"name":"Steve Bonnell","is_ca":false},{"name":"Keith Storey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03433499397654988,"gpt":0.3192908054852574,"spread":0.2849558115087075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005618683,0.0005762119,0.0007571657,0.0001750995,0.000358087,0.00007558799,0.0003914291,0.0001087099,0.001053107],"category_scores_gemma":[0.000003265745,0.0005292534,0.0001203676,0.0002668137,0.0002821497,0.0006975728,0.0004810274,0.0004836395,0.000008942051],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004344556,"about_ca_system_score_gemma":0.0001236346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1216348,"about_ca_topic_score_gemma":0.107301,"domain_scores_codex":[0.9956744,0.000392784,0.001396825,0.0005546146,0.00128912,0.0006922985],"domain_scores_gemma":[0.9984524,0.0001382598,0.0007524877,0.0003324975,0.00000226908,0.000322077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002699119,0.01343917,0.8673628,0.0002598381,0.001196866,0.01306663,0.01043659,0.01192654,0.003396265,0.0002968258,0.0001118731,0.07823669],"study_design_scores_gemma":[0.007124692,0.00151838,0.967824,0.0001775136,0.00026823,0.0006890041,0.0175994,0.000497605,0.000139209,0.0004844926,0.002900823,0.0007766316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871328,0.00007916337,0.00005788292,0.00007856243,0.0001141387,0.001159419,0.00002517227,0.000007747642,0.01134508],"genre_scores_gemma":[0.9947973,0.0005424477,0.003599408,0.0002988,0.00007249143,0.00005121138,0.00001412054,0.00004553117,0.0005787131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004612,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078909562","doi":"10.1142/s1464333205001943","title":"EMERGING APPROACHES TO URBAN ECOSYSTEM MANAGEMENT: THE POTENTIAL OF LOW IMPACT URBAN DESIGN AND DEVELOPMENT PRINCIPLES","year":2005,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stormwater; Low-impact development; Environmental science; Brownfield; Recreation; Amenity; Sustainability; Environmental planning; Urban planning; Green infrastructure; Bioretention; Urban design; Surface runoff; Environmental resource management; Stormwater management; Business; Engineering; Civil engineering; Ecology; Redevelopment","authors":[{"name":"Marjorie van Roon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03227852058629273,"gpt":0.2435264483040465,"spread":0.2112479277177538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001068064,0.0003514565,0.0003394119,0.0003270618,0.0003404665,0.00009664211,0.0004989657,0.000046065,0.0001872145],"category_scores_gemma":[0.000003084158,0.0002552694,0.0001167666,0.0002152045,0.0001723393,0.0005020863,0.001259028,0.0001599752,0.00003020939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009535694,"about_ca_system_score_gemma":0.00001451058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352278,"about_ca_topic_score_gemma":0.000009106023,"domain_scores_codex":[0.9973176,0.0001580831,0.0008532306,0.0003809089,0.0007959614,0.0004942275],"domain_scores_gemma":[0.9988401,0.00003516212,0.0005174404,0.0003451446,0.000003324258,0.0002588186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007689921,0.005512128,0.1104247,0.001338484,0.007016515,0.0002938514,0.01493237,0.4190349,0.006646571,0.02779494,0.04051517,0.3657213],"study_design_scores_gemma":[0.002112555,0.0005187964,0.7543246,0.0001863706,0.000421624,0.00008798488,0.002539211,0.005691289,0.0005814364,0.0001508686,0.2327183,0.000666981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867038,0.0004462804,0.09505899,0.003344927,0.0001911663,0.00303661,0.00002722072,0.0000368371,0.01115413],"genre_scores_gemma":[0.9532256,0.0004801221,0.0443079,0.0002252836,0.0001311433,0.00005417006,0.000003914258,0.0000291602,0.00154272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6438998,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054023526","doi":"10.1142/s1464333215500015","title":"CUMULATIVE EFFECTS RESEARCH: ACHIEVEMENTS, STATUS, DIRECTIONS AND CHALLENGES IN THE CANADIAN CONTEXT","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cumulative effects; Context (archaeology); Impact assessment; Management science; Political science; Engineering ethics; Process management; Business; Engineering; Public administration; Geography","authors":[{"name":"Bram Noble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1121132047056537,"gpt":0.3770460960149893,"spread":0.2649328913093357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002040029,0.0002028963,0.0002302744,0.0002787937,0.0003781917,0.0001084798,0.0002449242,0.0000694464,0.00005238157],"category_scores_gemma":[0.00003310479,0.0001504059,0.00004772649,0.0002102826,0.0004854566,0.0005106467,0.0003619432,0.0004044515,0.00001840149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196093,"about_ca_system_score_gemma":0.00004781053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01943719,"about_ca_topic_score_gemma":0.03295234,"domain_scores_codex":[0.9972695,0.0005642284,0.0003627764,0.0002515444,0.0009855161,0.0005664025],"domain_scores_gemma":[0.9989758,0.0001592956,0.000161851,0.0001784664,0.000003990345,0.0005206505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420613,0.002698051,0.4986557,0.0001581201,0.0005146426,0.0006075819,0.03212881,0.0002350824,0.0004607541,0.03506458,0.004873117,0.4244615],"study_design_scores_gemma":[0.001242363,0.0005358015,0.8441517,0.00003893364,0.00003709228,0.00002678579,0.01613248,0.00002455397,0.00001382037,0.00412252,0.1335182,0.00015579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9072217,0.002845518,0.00001380571,0.01022024,0.0001862547,0.001059633,0.00002003569,0.000006431958,0.0784264],"genre_scores_gemma":[0.97572,0.02250602,0.0004568332,0.000831736,0.00008340045,0.0000344177,0.000003600158,0.00001449831,0.0003495104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4243057,"threshold_uncertainty_score":0.9870924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019041625","doi":"10.1142/s1464333209003221","title":"PUBLIC ATTITUDES AND PARTICIPATION IN WIND TURBINE DEVELOPMENT","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Macaulay Development Trust; European Commission; Heriot-Watt University; McGill University","keywords":"Respondent; Wind power; Public opinion; Public participation; Business; Turbine; Renewable energy; Preference; Environmental planning; Psychology; Environmental resource management; Environmental economics; Geography; Engineering; Environmental science; Political science; Public relations; Economics","authors":[{"name":"Alastor M. Coleby","is_ca":false},{"name":"David R. Miller","is_ca":false},{"name":"Peter Aspinall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02693283499015043,"gpt":0.3377835433373443,"spread":0.3108507083471939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005978148,0.00009813382,0.0001565508,0.0002162595,0.0001985045,0.00009480386,0.0001087856,0.00004101922,0.0000479374],"category_scores_gemma":[0.00001875236,0.00009263785,0.00002549441,0.0001364933,0.0001091425,0.0004729836,0.00005927469,0.00007977051,8.576964e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005031354,"about_ca_system_score_gemma":0.00006114291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008485992,"about_ca_topic_score_gemma":0.0003850428,"domain_scores_codex":[0.9988239,0.00008685027,0.0003165704,0.000122162,0.0003974893,0.0002530411],"domain_scores_gemma":[0.9995851,0.00002822098,0.000187042,0.0000513857,0.000006626225,0.0001416612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002768684,0.0009479185,0.1166331,0.00002705968,0.0001040516,0.0000476164,0.003991525,0.0001229511,0.0004530445,0.1039285,0.0001909689,0.7735256],"study_design_scores_gemma":[0.0006197632,0.00009978999,0.9619006,0.00003261455,0.00001292172,0.000001592203,0.002797465,0.000006039209,0.00002893333,0.002310586,0.03208387,0.0001058527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805887,0.0003083613,0.0001133016,0.005249604,0.0000681911,0.0001590484,5.670045e-7,0.000006333272,0.01350594],"genre_scores_gemma":[0.9917164,0.004113202,0.002971359,0.0004858628,0.0001707742,0.000003690962,0.000001134252,0.000004327593,0.0005332672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8452675,"threshold_uncertainty_score":0.3777662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021373096","doi":"10.1142/s1464333211004012","title":"ADVANCING WATERSHED CUMULATIVE EFFECTS ASSESSMENT AND MANAGEMENT: LESSONS FROM THE SOUTH SASKATCHEWAN RIVER WATERSHED, CANADA","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"Australian Government","keywords":"Watershed; Cumulative effects; Context (archaeology); Environmental planning; Watershed management; CLARITY; Environmental resource management; Stressor; Geography; Environmental science; Ecology; Psychology; Computer science","authors":[{"name":"Bram Noble","is_ca":true},{"name":"Poornima Sheelanere","is_ca":true},{"name":"Robert Patrick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01164063430982454,"gpt":0.2660295011255602,"spread":0.2543888668157356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000541011,0.0005070475,0.0004798936,0.00008949788,0.0005349066,0.00009288319,0.0004941482,0.00008310992,0.0004582439],"category_scores_gemma":[0.000004103344,0.0003617619,0.0001360071,0.0001431468,0.0005414155,0.0006716589,0.001259042,0.0003736239,0.00001248189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815189,"about_ca_system_score_gemma":0.00004318205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04736339,"about_ca_topic_score_gemma":0.01110956,"domain_scores_codex":[0.9967574,0.0002761234,0.0006851885,0.0005231459,0.00104855,0.0007095538],"domain_scores_gemma":[0.9985377,0.0001141365,0.0005512555,0.0003728963,0.000003450921,0.0004205836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003431836,0.002045975,0.8483168,0.0003064052,0.003794442,0.00145188,0.03400239,0.0004519537,0.005474095,0.003589507,0.005750162,0.09447318],"study_design_scores_gemma":[0.001933289,0.0002652551,0.9750372,0.0000842322,0.0004393933,0.00001889809,0.01256708,0.00008379325,0.0003280814,0.002150761,0.006653077,0.0004389703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848027,0.000102642,0.001119273,0.001546523,0.0002657443,0.0009473387,0.00008420638,0.00001596715,0.01111567],"genre_scores_gemma":[0.9845647,0.001729252,0.0105985,0.001953438,0.0001274883,0.00003784365,0.0000229972,0.00004352367,0.0009223029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267204,"threshold_uncertainty_score":0.9998834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049096615","doi":"10.1142/s146433320600244x","title":"WORKSHOP APPROACH TO DEVELOPING OBJECTIVES, TARGETS AND INDICATORS FOR USE IN SEA","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"Strategic environmental assessment; Process (computing); Environmental planning; Environmental resource management; Plan (archaeology); Workload; Environmental impact assessment; Strategic planning; Environmental science; Computer science; Risk analysis (engineering); Process management; Operations research; Business; Engineering; Geography; Ecology","authors":[{"name":"Alison Donnelly","is_ca":false},{"name":"Eleanor Jennings","is_ca":false},{"name":"Peter Mooney","is_ca":false},{"name":"John Finnan","is_ca":false},{"name":"Deirdre Lynn","is_ca":false},{"name":"Mike Jones","is_ca":false},{"name":"Tadhg O’Mahony","is_ca":false},{"name":"Riki Thérivel","is_ca":false},{"name":"Gerry Byrne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01597604908511598,"gpt":0.2813791668346729,"spread":0.2654031177495569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003938232,0.0001439103,0.0001849063,0.0002822159,0.00009713406,0.00008068336,0.0001402813,0.00004027336,0.0000549189],"category_scores_gemma":[0.000009881539,0.0001265671,0.00003762379,0.0002167328,0.0001068145,0.0003713545,0.0004996933,0.0001257397,0.000001135422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113432,"about_ca_system_score_gemma":0.00001010066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000208919,"about_ca_topic_score_gemma":0.00005396111,"domain_scores_codex":[0.998757,0.00004351917,0.0003291512,0.0002385988,0.000324981,0.0003067617],"domain_scores_gemma":[0.9996035,0.00005408668,0.0001184099,0.00009807922,0.000001516461,0.0001244607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575688,0.0007738874,0.8749521,0.0001038475,0.00009323129,0.00003714322,0.0003369434,0.0006700327,0.0003593856,0.009407333,0.003973756,0.1091348],"study_design_scores_gemma":[0.0008072548,0.0001235106,0.8860344,0.00001242429,0.00001422569,0.00001145059,0.0004243957,0.0002185182,0.00003422507,0.0007514395,0.1114061,0.0001620382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977419,0.00005706694,0.02319435,0.001548555,0.00005868527,0.001434521,0.0000213374,0.000008458354,0.07593516],"genre_scores_gemma":[0.9301718,0.0006280127,0.06682877,0.0005133991,0.00007825565,0.00005873055,0.000008400277,0.00001679154,0.001695852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1089727,"threshold_uncertainty_score":0.5161255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048845140","doi":"10.1142/s1464333211003924","title":"BEST PRACTICES FOR PROMOTING PARTICIPATION AND LEARNING FOR SUSTAINABILITY: LESSONS FROM COMMUNITY-BASED ENVIRONMENTAL ASSESSMENT IN KENYA AND TANZANIA","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; The King's University","funders":"","keywords":"Facilitator; Notice; Tanzania; Sustainability; Best practice; Public relations; Political science; Psychology; Environmental resource management; Business; Environmental planning; Geography; Social psychology; Economics","authors":[{"name":"Harry Spaling","is_ca":true},{"name":"Jesse Montes","is_ca":false},{"name":"A. John Sinclair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1007753546137111,"gpt":0.3576066619345021,"spread":0.256831307320791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001814953,0.0001726347,0.0003457955,0.0002518763,0.000460013,0.0001091528,0.0001256447,0.00006451051,0.00002280639],"category_scores_gemma":[0.00009377188,0.0001907935,0.00006180449,0.00005291769,0.0001137464,0.0004634125,0.0001906713,0.0003651326,3.993853e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005381486,"about_ca_system_score_gemma":0.00002923752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007135628,"about_ca_topic_score_gemma":0.00009310215,"domain_scores_codex":[0.998689,0.0001656527,0.0006267843,0.0001851631,0.00007296688,0.0002604501],"domain_scores_gemma":[0.9984173,0.0003567646,0.0009862715,0.000126523,0.000006168124,0.0001070235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002222866,0.002744027,0.8848659,0.0004637087,0.0004210011,0.000008320864,0.01492376,0.00004822504,0.0003055358,0.02699219,0.00001834039,0.06898671],"study_design_scores_gemma":[0.002786478,0.0009672329,0.9409339,0.0000630788,0.00008947194,0.000001759235,0.01787436,0.002011203,0.0000325293,0.02787693,0.007107181,0.0002559217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934047,0.0002082335,0.002834389,0.00163522,0.0000423692,0.0007771568,0.00006976631,0.000004616438,0.001023507],"genre_scores_gemma":[0.987597,0.001163798,0.0107527,0.0001808102,0.00004115327,0.00008064831,0.00003940628,0.00001848963,0.000126006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06873079,"threshold_uncertainty_score":0.7780333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073022320","doi":"10.1142/s1464333213500154","title":"KNOWLEDGE MANAGEMENT IN ENVIRONMENTAL IMPACT ASSESSMENT AGENCIES: A STUDY IN QUÉBEC, CANADA","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Agency (philosophy); Work (physics); Consistency (knowledge bases); Government (linguistics); Business; Incentive; Knowledge management; Process (computing); Public relations; Environmental resource management; Environmental planning; Political science; Engineering; Geography; Computer science; Environmental science; Sociology","authors":[{"name":"Luis Enrique Sánchez","is_ca":false},{"name":"Pierre André","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01017456026093337,"gpt":0.30258325128451,"spread":0.2924086910235766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007812827,0.0006406002,0.0007194183,0.0004690573,0.0001984236,0.0001196031,0.0006346195,0.00009642838,0.002477924],"category_scores_gemma":[0.000004768404,0.0005626026,0.0001844792,0.0004159889,0.0002591597,0.001001175,0.001218318,0.0005548859,0.00006748971],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01537064,"about_ca_system_score_gemma":0.0001792216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2279237,"about_ca_topic_score_gemma":0.1797845,"domain_scores_codex":[0.9953827,0.0003562316,0.001387418,0.0006325914,0.001293227,0.0009478519],"domain_scores_gemma":[0.9984559,0.00009168441,0.0005374573,0.0004325022,0.000002223343,0.0004802106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004393333,0.004871221,0.9600722,0.00004409866,0.0003924149,0.0005864071,0.001614415,0.001180948,0.0009669645,0.0001128406,0.001808669,0.02830587],"study_design_scores_gemma":[0.003383524,0.0006542194,0.9738315,0.00005249145,0.00009160419,0.000031267,0.01668218,0.0003143569,0.00001326688,0.0002092768,0.004216064,0.0005203066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696897,0.0001661043,0.0000311811,0.000474358,0.0001624079,0.002030506,0.00002296327,0.000009393499,0.02741334],"genre_scores_gemma":[0.9944862,0.001723438,0.001296862,0.000479737,0.00007567894,0.0002003433,0.00001070879,0.00005151605,0.001675591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04813919,"threshold_uncertainty_score":0.9996825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039707244","doi":"10.1142/s1464333210003498","title":"A DECISION-MAKER'S TOOL FOR SUSTAINABILITY-CENTRED STRATEGIC ENVIRONMENTAL ASSESSMENT","year":2010,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"CLARITY; Sustainability; Credibility; Strategic environmental assessment; Consistency (knowledge bases); Process (computing); Process management; Management science; Action (physics); Decision-making; Business; Environmental impact assessment; Computer science; Engineering; Political science; Operations management","authors":[{"name":"Peter Croal","is_ca":false},{"name":"Robert Gibson","is_ca":true},{"name":"Charles C. Alton","is_ca":false},{"name":"Susie Brownlie","is_ca":false},{"name":"ERIN WINDIBANK","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009159447496107,"gpt":0.3021028035041632,"spread":0.2929433560080562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009490548,0.0006206767,0.0006379833,0.0002361079,0.0005634041,0.0002114786,0.0006377739,0.0002169242,0.002155351],"category_scores_gemma":[0.00003086094,0.0005530891,0.0004199061,0.0001850715,0.0006944235,0.0008859349,0.0008716853,0.0006718424,0.00003313884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002130752,"about_ca_system_score_gemma":0.00008313511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003576003,"about_ca_topic_score_gemma":0.00002254041,"domain_scores_codex":[0.9957237,0.0001379334,0.001204913,0.0006863249,0.001324796,0.0009222924],"domain_scores_gemma":[0.9978628,0.000260454,0.000769477,0.0005466528,0.000007303027,0.000553359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001101402,0.01546472,0.4846476,0.0004612596,0.001733762,0.0005881527,0.001886272,0.001575031,0.1495098,0.05437692,0.004867959,0.2837871],"study_design_scores_gemma":[0.007081363,0.001759731,0.8567838,0.00005308136,0.00052276,0.0001942909,0.006381351,0.0008598602,0.000387048,0.06621165,0.0584776,0.00128745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860827,0.0000622562,0.001829821,0.001154688,0.0006488384,0.001722433,0.000149004,0.00002648344,0.008323783],"genre_scores_gemma":[0.968771,0.0007877084,0.02781426,0.0006730942,0.0003679642,0.0001110037,0.0000370214,0.00006728366,0.00137064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3721362,"threshold_uncertainty_score":0.9996921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067983421","doi":"10.1016/s1464-3332(00)00046-1","title":"Managing Regional Cumulative Effects of Oil Sands Development in Alberta, Canada","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"King's University College","funders":"","keywords":"Cumulative effects; Oil sands; Library science; Environmental policy; Environmental planning; Geography; Regional science; Political science; Environmental resource management; Operations research; Archaeology; Engineering; Environmental science; Computer science","authors":[{"name":"Harry Spaling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005910982313127601,"gpt":0.2530996601293404,"spread":0.2471886778162128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002612107,0.0002673917,0.0003737629,0.0001246807,0.000118397,0.0000192552,0.0002510036,0.0000531106,0.0008484132],"category_scores_gemma":[0.000004541771,0.0002433961,0.0000784553,0.00017331,0.0001867426,0.0003666428,0.0002303456,0.0001912013,0.000009934932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729942,"about_ca_system_score_gemma":0.00006112362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05672368,"about_ca_topic_score_gemma":0.02727795,"domain_scores_codex":[0.9977009,0.0001002454,0.0007194834,0.0002502219,0.000840657,0.0003884333],"domain_scores_gemma":[0.9991907,0.0001052061,0.0003495196,0.0001500809,0.000001554922,0.0002029414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002935803,0.002768437,0.2525523,0.0004591304,0.0007253808,0.0005140167,0.003877266,0.006501121,0.003576554,0.001440495,0.002045839,0.7252459],"study_design_scores_gemma":[0.00196999,0.0001921784,0.9489015,0.0001746363,0.00006068907,0.0000224014,0.0004836872,0.0001084925,0.0006033317,0.0005458863,0.04662633,0.0003108538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668834,0.00007821427,0.00003155624,0.0007516337,0.00007431036,0.0001789474,0.000004093497,0.000002572895,0.03199533],"genre_scores_gemma":[0.9891651,0.002761327,0.001756686,0.0006984761,0.0000472137,0.00001413729,0.000005913569,0.00001878973,0.00553239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7249351,"threshold_uncertainty_score":0.9925405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970916291","doi":"10.1142/s1464333213400061","title":"STRATEGIC ENVIRONMENTAL ASSESSMENT AND ADVANCED RENEWABLE ENERGY IN ONTARIO: MOVING FORWARD OR BLOWING IN THE WIND?","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Strategic environmental assessment; Renewable energy; Sustainability; Wind power; Environmental impact assessment; Electricity; Environmental planning; Environmental economics; Environmental resource management; Business; Energy (signal processing); Environmental science; Engineering; Political science; Economics; Ecology","authors":[{"name":"Peter R. Mulvihill","is_ca":true},{"name":"Mark Winfield","is_ca":true},{"name":"José Etcheverry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01322462170042519,"gpt":0.2721689406989971,"spread":0.2589443189985719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007751269,0.0004568476,0.0004978353,0.0002470711,0.0002488964,0.0001969768,0.0004551012,0.0001174718,0.001624294],"category_scores_gemma":[0.000003641914,0.0003313685,0.0001190747,0.0002074591,0.0003247074,0.001340195,0.0006679135,0.0005120982,0.00001151678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900528,"about_ca_system_score_gemma":0.00004826266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02272191,"about_ca_topic_score_gemma":0.01509146,"domain_scores_codex":[0.996641,0.0002638228,0.0009357475,0.0004809443,0.0009651451,0.0007133064],"domain_scores_gemma":[0.9988933,0.0001221093,0.000432031,0.0002952709,0.000001195186,0.0002561584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001322557,0.002700506,0.9415816,0.00005447995,0.0002209248,0.0004992774,0.002818942,0.005430155,0.01503976,0.001040029,0.0003962876,0.03008579],"study_design_scores_gemma":[0.002433939,0.0006079092,0.9786719,0.00008018875,0.00006254182,0.00008395981,0.01040026,0.0003949859,0.00004687703,0.003564474,0.003260978,0.0003919756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815635,0.00009647882,0.00009556954,0.0007073087,0.00009586841,0.0006901686,0.000007642801,0.000006486551,0.01673695],"genre_scores_gemma":[0.9914255,0.0021935,0.003047651,0.001286279,0.0000567954,0.00007456146,0.00001089298,0.00003217129,0.001872709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03709031,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060418099","doi":"10.1142/s1464333208003007","title":"THE ANT, THE GRASSHOPPER OR SCHRÖDINGER'S CAT: AN EXPLORATION OF CONCEPTS OF SUSTAINABILITY","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Sustainability; Biosphere; Per capita; Impossibility; Population; Holism; Environmental ethics; Consumption (sociology); Economics; Law and economics; Neoclassical economics; Sociology; Epistemology; Political science; Ecology; Law; Social science","authors":[{"name":"John Grinde","is_ca":false},{"name":"Anshuman Khare","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03139699982307644,"gpt":0.3534732436019546,"spread":0.3220762437788782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019451,0.0001390567,0.000233323,0.00009899651,0.0003652288,0.00002628284,0.0003428338,0.0000457474,0.00004361913],"category_scores_gemma":[0.0001054006,0.00007355468,0.0001096163,0.0001715052,0.0006771915,0.0005887927,0.0002278163,0.0001390894,3.693372e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004335384,"about_ca_system_score_gemma":0.0001479132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000381264,"about_ca_topic_score_gemma":0.00009121443,"domain_scores_codex":[0.9980586,0.0003517199,0.0005887915,0.000146113,0.0005920775,0.0002627355],"domain_scores_gemma":[0.9989082,0.000218638,0.000363329,0.0003405974,0.00006906933,0.0001001229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001614255,0.00254097,0.01537805,0.0004289647,0.0008332705,0.0001547937,0.0043905,0.02094966,0.002102285,0.8453898,0.000705552,0.1055119],"study_design_scores_gemma":[0.006121065,0.006380438,0.4565173,0.0001169324,0.000361601,0.0002231298,0.1348255,0.001596372,0.004265714,0.144,0.2448743,0.0007176819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904823,0.0001848236,0.0004845246,0.004682997,0.00007170736,0.0004265724,0.000007183865,0.000004642327,0.003655296],"genre_scores_gemma":[0.9949864,0.003597915,0.0002253129,0.0001106506,0.00008081494,0.00001841341,0.000002678971,0.000008666231,0.0009691999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7013898,"threshold_uncertainty_score":0.2999473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239692891","doi":"10.1142/s1464333200000461","title":"MANAGING REGIONAL CUMULATIVE EFFECTS OF OIL SANDS DEVELOPMENT IN ALBERTA, CANADA","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Alberta Energy; The King's University","funders":"Egg Farmers of Canada","keywords":"Cumulative effects; Environmental planning; Sustainable development; Public participation; Environmental resource management; Business; Regional development; Regional science; Geography; Environmental science; Political science; Public administration","authors":[{"name":"Harry Spaling","is_ca":true},{"name":"JANELLE ZWIER","is_ca":true},{"name":"William A. Ross","is_ca":true},{"name":"ROGER CREASEY","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005910982313127601,"gpt":0.2530996601293404,"spread":0.2471886778162128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002612107,0.0002673917,0.0003737629,0.0001246807,0.000118397,0.0000192552,0.0002510036,0.0000531106,0.0008484132],"category_scores_gemma":[0.000004541771,0.0002433961,0.0000784553,0.00017331,0.0001867426,0.0003666428,0.0002303456,0.0001912013,0.000009934932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729942,"about_ca_system_score_gemma":0.00006112362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05672368,"about_ca_topic_score_gemma":0.02727795,"domain_scores_codex":[0.9977009,0.0001002454,0.0007194834,0.0002502219,0.000840657,0.0003884333],"domain_scores_gemma":[0.9991907,0.0001052061,0.0003495196,0.0001500809,0.000001554922,0.0002029414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002935803,0.002768437,0.2525523,0.0004591304,0.0007253808,0.0005140167,0.003877266,0.006501121,0.003576554,0.001440495,0.002045839,0.7252459],"study_design_scores_gemma":[0.00196999,0.0001921784,0.9489015,0.0001746363,0.00006068907,0.0000224014,0.0004836872,0.0001084925,0.0006033317,0.0005458863,0.04662633,0.0003108538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668834,0.00007821427,0.00003155624,0.0007516337,0.00007431036,0.0001789474,0.000004093497,0.000002572895,0.03199533],"genre_scores_gemma":[0.9891651,0.002761327,0.001756686,0.0006984761,0.0000472137,0.00001413729,0.000005913569,0.00001878973,0.00553239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7249351,"threshold_uncertainty_score":0.9925405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145582916","doi":"10.1142/s1464333211003997","title":"STRATEGIC ENVIRONMENTAL ASSESSMENT EFFECTIVENESS AND THE INITIATIVE FOR THE INTEGRATION OF REGIONAL INFRASTRUCTURE IN SOUTH AMERICA (IIRSA): A MULTIPLE CASE REVIEW","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; McGill University","funders":"McGill University; Inter-American Development Bank","keywords":"Environmental planning; Industrialisation; Strategic environmental assessment; Process (computing); Investment (military); Environmental impact assessment; Business; Agriculture; Environmental resource management; Political science; Geography; Economics; Politics","authors":[{"name":"CLAUDIA KIS MADRID","is_ca":true},{"name":"Gordon M. Hickey","is_ca":true},{"name":"Michel A. Bouchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03397360817896033,"gpt":0.3131895787634717,"spread":0.2792159705845114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001169017,0.0003313374,0.0005142436,0.00009683397,0.0002771415,0.00003354458,0.0002854719,0.00006942824,0.0002127586],"category_scores_gemma":[0.00001722819,0.0001978161,0.0001890184,0.0001533215,0.001191444,0.0004016802,0.0004066113,0.0003364878,0.000001632109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212597,"about_ca_system_score_gemma":0.00002234303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001943292,"about_ca_topic_score_gemma":0.0000277496,"domain_scores_codex":[0.9976293,0.0004545253,0.0007583665,0.000300493,0.0005408456,0.0003164258],"domain_scores_gemma":[0.9983626,0.000446978,0.0008201886,0.0002403296,0.000003358924,0.0001265384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005196751,0.008109915,0.5437568,0.003161595,0.004737909,0.001194544,0.05103858,0.00232226,0.0169989,0.02908763,0.001165979,0.3332292],"study_design_scores_gemma":[0.005230441,0.0007126694,0.9704047,0.0003633292,0.0004605539,0.0002620184,0.01629778,0.0008998897,0.00009908032,0.004234405,0.0007383764,0.0002967602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877184,0.0018434,0.003545689,0.0008836324,0.0001273645,0.003245846,0.0001303602,0.000006321245,0.002499004],"genre_scores_gemma":[0.9788754,0.01675666,0.003141896,0.0009461695,0.00004873977,0.0001635244,0.00001063073,0.00002131348,0.00003569911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4266479,"threshold_uncertainty_score":0.8066708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025761838","doi":"10.1142/s1464333212500159","title":"ADVANCING A NATIONAL STRATEGIC ENVIRONMENTAL ASSESSMENT FOR THE CANADIAN OFFSHORE OIL AND GAS INDUSTRY WITH SPECIAL EMPHASIS ON CUMULATIVE EFFECTS","year":2012,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"Industry Canada; Strategic Research Council; Beaufort Regional Environmental Assessment","keywords":"Strategic environmental assessment; Cumulative effects; Offshore oil and gas; Sustainability; Submarine pipeline; Environmental impact assessment; Environmental planning; Business; Environmental resource management; Process (computing); Wildlife; Environmental science; Petroleum industry; Environmental protection; Natural resource economics; Engineering; Environmental engineering; Ecology; Economics; Computer science","authors":[{"name":"Sandra Elvin","is_ca":true},{"name":"Gail S. Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01489945226029901,"gpt":0.3060123522501266,"spread":0.2911128999898276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000872039,0.000439821,0.0003604734,0.0001798064,0.0008815151,0.0001376317,0.0002571593,0.00016505,0.0004274616],"category_scores_gemma":[0.000009501709,0.0003121801,0.0001235491,0.0001267751,0.0005456889,0.0007356132,0.0002614299,0.0005563283,0.00001109193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003544978,"about_ca_system_score_gemma":0.00007719708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008022051,"about_ca_topic_score_gemma":0.001249145,"domain_scores_codex":[0.9970257,0.0001409703,0.0004825582,0.0003443458,0.001211289,0.0007951668],"domain_scores_gemma":[0.9984488,0.0002550126,0.0004290066,0.0001841405,0.000003507852,0.0006794884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007531229,0.005740635,0.6208014,0.0003025444,0.003116561,0.0001968775,0.004368718,0.005332948,0.003710478,0.03445081,0.005333314,0.3158926],"study_design_scores_gemma":[0.002860339,0.001248679,0.9524421,0.00008961256,0.0003417642,0.00009602118,0.003706903,0.0003416353,0.0001162912,0.001511874,0.03671792,0.0005268496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565387,0.0001507914,0.0001246736,0.003057336,0.0003095171,0.0007247666,0.000143845,0.00000897625,0.03894136],"genre_scores_gemma":[0.9922015,0.001339716,0.002815128,0.001618648,0.0009261424,0.00009123687,0.00002284124,0.00004218184,0.0009425785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3316407,"threshold_uncertainty_score":0.999933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970776849","doi":"10.1142/s1464333209003373","title":"CALCULATING THE CARBON FOOTPRINT OF A CHEMICAL PLANT: A CASE STUDY OF AKZONOBEL","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Athabasca University; AkzoNobel (Canada)","funders":"AkzoNobel","keywords":"Carbon footprint; Greenhouse gas; Chemical industry; Fugitive emissions; Sustainability; Chemical plant; Environmental science; Carbon fibers; Waste management; Natural resource economics; Global warming; Environmental engineering; Environmental protection; Engineering; Climate change; Economics","authors":[{"name":"Michael L. Stein","is_ca":true},{"name":"Anshuman Khare","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01168286678203882,"gpt":0.2692354036288713,"spread":0.2575525368468324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000268193,0.0001720273,0.0003039989,0.0001539497,0.00006053197,0.00001160347,0.0001521722,0.00003802654,0.00001097604],"category_scores_gemma":[0.000004237221,0.0001244941,0.0001038844,0.00008789355,0.0001013805,0.00005018754,0.00006388055,0.000137695,1.154203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040782,"about_ca_system_score_gemma":0.000009597799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266265,"about_ca_topic_score_gemma":0.00006757689,"domain_scores_codex":[0.9984426,0.00007390788,0.0007384282,0.0001431358,0.0004178243,0.0001840831],"domain_scores_gemma":[0.999055,0.00006024095,0.0005863136,0.0002133099,0.000004942129,0.00008019309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008422982,0.02653179,0.06683502,0.0006582186,0.005791655,0.005501019,0.04129293,0.09831253,0.213836,0.3302854,0.00004400309,0.2100691],"study_design_scores_gemma":[0.01346546,0.005880449,0.8621388,0.0003071484,0.002027,0.002043489,0.07610025,0.001724032,0.02607773,0.004265479,0.005015569,0.0009546109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956141,0.00008643634,0.00004013739,0.0002555968,0.00003071044,0.0002167173,0.000007687458,0.000004000014,0.003744625],"genre_scores_gemma":[0.9989015,0.0004151748,0.0004144138,0.0001176409,0.00007642298,0.00000676123,0.000002389777,0.00001088619,0.00005479108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7953038,"threshold_uncertainty_score":0.5076721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120023450","doi":"10.1142/s1464333210003723","title":"USE AND ABUSE OF ADAPTIVE MANAGEMENT IN ENVIRONMENTAL ASSESSMENT LAW AND PRACTICE: A CANADIAN EXAMPLE AND GENERAL LESSONS","year":2010,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Adaptive management; Precautionary principle; Closing (real estate); Government (linguistics); Environmental law; Environmental impact assessment; Environmental resource management; Environmental planning; Perspective (graphical); Business; Risk analysis (engineering); Law; Political science; Computer science; Economics; Environmental science; Ecology","authors":[{"name":"Arlene Kwasniak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02436520756770455,"gpt":0.3155679555056106,"spread":0.2912027479379061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009178837,0.0004367135,0.0004949259,0.0003093215,0.0002979539,0.0001548643,0.0002197753,0.0001451568,0.0001479802],"category_scores_gemma":[0.000008339986,0.0004154064,0.00007454331,0.0001307602,0.001046161,0.001509981,0.0006980075,0.000507344,0.000003016289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007691688,"about_ca_system_score_gemma":0.00002235389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01565234,"about_ca_topic_score_gemma":0.006030871,"domain_scores_codex":[0.9971828,0.0002198141,0.0007459872,0.0005466978,0.0007119306,0.000592706],"domain_scores_gemma":[0.9983959,0.0001656517,0.0004980937,0.0002861596,0.000002874322,0.0006513158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005861708,0.006128021,0.5985172,0.0003188192,0.002142071,0.001270416,0.008454471,0.0004667494,0.08195906,0.2067821,0.0005826306,0.09279232],"study_design_scores_gemma":[0.002164502,0.0004559159,0.9724817,0.00004533249,0.0002540899,0.0002183851,0.003953342,0.0002876955,0.0001094984,0.001484255,0.01810617,0.0004391056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818072,0.0001322753,0.0000714095,0.0007905447,0.0001087239,0.000756373,0.00008703112,0.000005895798,0.01624056],"genre_scores_gemma":[0.9648309,0.01050325,0.02300281,0.001194592,0.00005932566,0.00003105418,0.00001186529,0.00003687472,0.0003293256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3739645,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016377461","doi":"10.1142/s1464333213500075","title":"ADVANCING REGIONAL STRATEGIC ENVIRONMENTAL ASSESSMENT IN CANADA'S WESTERN ARCTIC: IMPLEMENTATION OPPORTUNITIES AND CHALLENGES","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"Arts and Humanities Research Council","keywords":"Strategic environmental assessment; Arctic; Scope (computer science); Futures contract; Environmental planning; Environmental resource management; Stakeholder; Environmental impact assessment; Preparedness; Futures studies; Corporate governance; Business; Sustainable development; Political science; Geography; Environmental protection; Environmental science; Oceanography; Computer science","authors":[{"name":"Courtney Fidler","is_ca":true},{"name":"Bram Noble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03731271437039155,"gpt":0.3007497352158356,"spread":0.2634370208454441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004732709,0.0004308927,0.0004628349,0.0001906946,0.0002032479,0.0001020609,0.0002636239,0.00007039567,0.001324518],"category_scores_gemma":[0.00000181239,0.0004023853,0.00008110252,0.00007947176,0.0002772407,0.001139323,0.0005611357,0.0003430258,0.00001049168],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004452115,"about_ca_system_score_gemma":0.0001294819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09548296,"about_ca_topic_score_gemma":0.05730622,"domain_scores_codex":[0.9967674,0.0002046345,0.0008968381,0.0004330174,0.001032152,0.0006659399],"domain_scores_gemma":[0.9986855,0.00008001996,0.0005689625,0.0002132843,0.000002579978,0.0004496328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003769588,0.0009564083,0.8537041,0.000213344,0.0003279505,0.0002756936,0.0009962217,0.0003388881,0.004918267,0.002127545,0.0004752114,0.1356287],"study_design_scores_gemma":[0.001521187,0.0003321315,0.9593133,0.00005827159,0.00006634001,0.00009065537,0.03027644,0.0001139508,0.00002983725,0.001576508,0.006232352,0.0003890458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887317,0.0005515221,0.00002916664,0.006279523,0.0001096303,0.0007050203,0.00003305993,0.000006921377,0.003553435],"genre_scores_gemma":[0.9501545,0.04662203,0.001643776,0.001090716,0.00009117094,0.00006553475,0.00002198243,0.00003389122,0.0002763474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352396,"threshold_uncertainty_score":0.9998428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280635005","doi":"10.1142/s1464333222500168","title":"Food Security Assessment: An Exploration of Canadian Offshore Petroleum SEA Practice","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph; University of Saskatchewan","funders":"","keywords":"Food security; Scope (computer science); Transparency (behavior); Business; Environmental resource management; Environmental planning; Environmental science; Environmental economics; Political science; Geography; Computer science; Computer security; Economics; Agriculture","authors":[{"name":"Veronica Rohr","is_ca":true},{"name":"Jill Blakley","is_ca":true},{"name":"Phil Loring","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02186243897608203,"gpt":0.3106655495282099,"spread":0.2888031105521278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007546374,0.0003158904,0.000419458,0.0003672111,0.0002731172,0.0001018607,0.0003102069,0.0001140844,0.0007395928],"category_scores_gemma":[0.00002061009,0.0003100732,0.0001603587,0.0004159726,0.0002757161,0.003387303,0.000406999,0.000348495,0.00001421405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442745,"about_ca_system_score_gemma":0.0001241873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953837,"about_ca_topic_score_gemma":0.004470376,"domain_scores_codex":[0.9969406,0.0003585741,0.0007777222,0.0003740281,0.001061653,0.0004874852],"domain_scores_gemma":[0.9982756,0.00006308007,0.0006752336,0.000350453,0.00001338958,0.0006222714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000864649,0.02768476,0.5882346,0.0008683973,0.006038871,0.003273953,0.01645246,0.01105672,0.05606699,0.1557708,0.01125201,0.1224357],"study_design_scores_gemma":[0.003331167,0.003948353,0.7591036,0.0001111666,0.000652384,0.0002419603,0.02480412,0.000480576,0.001496563,0.01072366,0.1942327,0.0008737123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003789,0.0001886477,0.001170842,0.005065783,0.0003153259,0.0005174602,0.0002668084,0.00001459873,0.09208161],"genre_scores_gemma":[0.9855989,0.003523592,0.009152857,0.001092138,0.000153266,0.00001453099,0.00007979248,0.0000314625,0.0003534747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829807,"threshold_uncertainty_score":0.9999352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166754333","doi":"10.1142/s1464333213400012","title":"STRATEGIC ENVIRONMENTAL ASSESSMENT BEST PRACTICE PROCESS ELEMENTS AND OUTCOMES IN THE INTERNATIONAL ELECTRICITY SECTOR","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Strategic environmental assessment; Electricity; Process (computing); Business; Best practice; Environmental planning; Environmental resource management; Environmental impact assessment; Impact assessment; Environmental economics; Environmental science; Engineering; Computer science; Economics; Political science; Management","authors":[{"name":"Lisa White","is_ca":true},{"name":"Bram Noble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01417652322307377,"gpt":0.3249586367408879,"spread":0.3107821135178142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009961219,0.0004274482,0.0004017766,0.000200726,0.000272828,0.0002914482,0.000637608,0.00009640906,0.001274298],"category_scores_gemma":[0.00001593897,0.0003121428,0.0001172652,0.0001765969,0.0003293908,0.00163729,0.0005591857,0.0005173541,0.000052722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129558,"about_ca_system_score_gemma":0.00002414856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002531718,"about_ca_topic_score_gemma":0.00002186267,"domain_scores_codex":[0.9963037,0.000269711,0.0009056067,0.0004379525,0.001520736,0.0005623143],"domain_scores_gemma":[0.9986447,0.0001712818,0.0006862768,0.0002539237,0.000003854047,0.0002399279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006422132,0.006733722,0.9572226,0.00005241661,0.0006076681,0.0001743113,0.001499457,0.0001919396,0.009703447,0.001865458,0.0005723773,0.0213124],"study_design_scores_gemma":[0.002080535,0.0007780328,0.9754654,0.00003196577,0.0001543538,0.0001226453,0.01372001,0.0003565552,0.00004985191,0.003125511,0.003725864,0.0003893353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690211,0.0000715656,0.00006660473,0.003809311,0.0001453822,0.001007417,0.00002851736,0.000007628175,0.02584248],"genre_scores_gemma":[0.9907864,0.00309063,0.002832029,0.002478384,0.0001163578,0.0001077063,0.00001545683,0.00002824295,0.0005447395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02529774,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101511566","doi":"10.1142/s1464333213500221","title":"WHAT INFLUENCES VALUED ECOSYSTEM COMPONENT SELECTION FOR CUMULATIVE EFFECTS IN IMPACT ASSESSMENT?","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Selection (genetic algorithm); Cumulative effects; Component (thermodynamics); Residual; Process (computing); Computer science; Biology; Ecology; Artificial intelligence; Physics","authors":[{"name":"Ayodele Olagunju","is_ca":true},{"name":"Jill A.E. Gunn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01034455324332658,"gpt":0.32695536755705,"spread":0.3166108143137235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006980374,0.0004098487,0.0005428325,0.0002757622,0.0002340647,0.0002801202,0.0002948148,0.000109433,0.0004885407],"category_scores_gemma":[0.0000103299,0.0003365823,0.000240553,0.0002401317,0.000165473,0.002786582,0.0003517836,0.0002776308,0.00003157646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900864,"about_ca_system_score_gemma":0.00002604301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601401,"about_ca_topic_score_gemma":0.00005185785,"domain_scores_codex":[0.9971151,0.0002565921,0.0008621458,0.0003888459,0.0007798598,0.0005974399],"domain_scores_gemma":[0.998675,0.0001717359,0.0006666778,0.0001696932,0.000006260421,0.0003105641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001569248,0.00320566,0.8847687,0.0003389625,0.0009707144,0.00004218474,0.00169493,0.01081542,0.04084622,0.00252575,0.001433977,0.05320061],"study_design_scores_gemma":[0.002570699,0.001046043,0.9851496,0.0001662957,0.0001044493,0.00002349954,0.001684436,0.003890344,0.0002210295,0.003877614,0.0009095404,0.0003564115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941047,0.00008075334,0.001482927,0.0004839663,0.0003077612,0.001901913,0.00001220789,0.00001237805,0.001613382],"genre_scores_gemma":[0.9910374,0.001158049,0.006614605,0.0004436926,0.0001353939,0.0001935342,0.00001281828,0.00003326572,0.0003712382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100381,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092465862","doi":"10.1142/s1464333209003245","title":"ADDRESSING AND COMMUNICATING CLIMATE CHANGE AND ITS UNCERTAINTIES IN PROJECT ENVIRONMENTAL IMPACT ASSESSMENTS","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Climate change; Set (abstract data type); Environmental planning; Environmental resource management; Impact assessment; Environmental impact assessment; Computer science; Risk analysis (engineering); Management science; Environmental science; Engineering; Business; Political science; Ecology","authors":[{"name":"Philip H. Byer","is_ca":true},{"name":"MELANIE J. LALANI","is_ca":true},{"name":"Julian Scott Yeomans","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06990690666407079,"gpt":0.3937072699774275,"spread":0.3238003633133567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007522269,0.0004382645,0.0005060188,0.0002321,0.0003419448,0.0001501494,0.0002777378,0.0001097075,0.0001181947],"category_scores_gemma":[0.000006785904,0.0003808631,0.0001020953,0.0001594902,0.0003003939,0.001357671,0.0008961527,0.0004036181,0.00000502619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079477,"about_ca_system_score_gemma":0.00001112588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159019,"about_ca_topic_score_gemma":0.00001295601,"domain_scores_codex":[0.9973569,0.0002300889,0.0007191411,0.0004042458,0.0006454713,0.0006441906],"domain_scores_gemma":[0.9989027,0.0000659273,0.0005367077,0.0002208496,0.000001323286,0.000272434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002298868,0.002078184,0.7059745,0.000159719,0.0002490327,0.0002131318,0.00362247,0.0001166152,0.01717896,0.001089756,0.0001218718,0.2689658],"study_design_scores_gemma":[0.001819262,0.0009348528,0.9919327,0.0001751872,0.00009065646,0.0001025488,0.002218851,0.0007269587,0.00006586219,0.0006580882,0.0008837877,0.0003911739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934885,0.001267222,0.00001444749,0.0006432792,0.00004848021,0.0007648992,0.00004545429,0.00001146182,0.00371625],"genre_scores_gemma":[0.9598824,0.03715092,0.001976067,0.0007399463,0.00008611471,0.00002523734,0.0000120925,0.00002618334,0.0001010269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2859582,"threshold_uncertainty_score":0.9998643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2195077552","doi":"10.1142/s1464333215500349","title":"Challenges and Opportunities of Integrating Human Health into the Environmental Assessment Process: The Canadian Experience Contextualised to International Efforts","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; University of British Columbia; Coast Mountain College; University of Northern British Columbia","funders":"","keywords":"Mandate; Government (linguistics); Process (computing); Public health; Status quo; Political science; Health impact assessment; Discipline; Public relations; Business; Environmental planning; Environmental resource management; Medicine; Computer science; Nursing; Geography; Environmental science","authors":[{"name":"Pouyan Mahboubi","is_ca":true},{"name":"Margot W. Parkes","is_ca":true},{"name":"Hing Man Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06465575548267655,"gpt":0.3704900653983806,"spread":0.3058343099157041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001378886,0.0003126865,0.0003570813,0.0001599786,0.0005923765,0.000114521,0.00059096,0.00005978852,0.0001357281],"category_scores_gemma":[0.00001341215,0.0002043814,0.00008727267,0.00008119311,0.0007812905,0.0005451058,0.0006608408,0.0002869089,0.000003724617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951749,"about_ca_system_score_gemma":0.00009109867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0052155,"about_ca_topic_score_gemma":0.006334498,"domain_scores_codex":[0.9971328,0.0002259657,0.0007560505,0.0003146403,0.001148426,0.0004221146],"domain_scores_gemma":[0.998415,0.00005449534,0.000614041,0.000272469,0.000005741138,0.0006382447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001368015,0.001863285,0.1646308,0.0001540206,0.001020005,0.0001444486,0.179715,0.0007516153,0.004110399,0.03750122,0.002091867,0.6078806],"study_design_scores_gemma":[0.001361659,0.001102589,0.8370793,0.0001241107,0.00007689323,0.00007292596,0.1072987,0.0001080109,0.0001149261,0.002360459,0.04991885,0.0003815228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607497,0.0007091585,0.0001022556,0.01810082,0.0002068515,0.0008570892,0.00002896462,0.00000736828,0.01923781],"genre_scores_gemma":[0.9906875,0.005066088,0.000880066,0.002816285,0.0001126287,0.00005925932,0.00001119832,0.00002277046,0.000344132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6724485,"threshold_uncertainty_score":0.8334432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010120867","doi":"10.1142/s1464333207002858","title":"VIRTUAL WATER: A FRAMEWORK FOR COMPARATIVE REGIONAL RESOURCE ASSESSMENT","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Virtual water; Scale (ratio); Resource (disambiguation); Agriculture; Product (mathematics); Water resources; Environmental science; Environmental resource management; Environmental economics; Water use; Business; Water resource management; Natural resource economics; Computer science; Water scarcity; Geography; Economics; Mathematics; Ecology","authors":[{"name":"Emily Kate Schendel","is_ca":true},{"name":"JENNIFER R. MACDONALD","is_ca":true},{"name":"Hans Schreier","is_ca":true},{"name":"L. M. Lavkulich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02381256836247009,"gpt":0.3143892332519508,"spread":0.2905766648894808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001051157,0.0003406641,0.0004310549,0.0002032122,0.0003813156,0.00005392829,0.0003423862,0.0000889277,0.000201993],"category_scores_gemma":[0.00000530239,0.0002524053,0.0001840263,0.0001148805,0.0003804301,0.0003400392,0.0006995235,0.0002529997,0.00001266782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024396,"about_ca_system_score_gemma":0.00001036686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002706428,"about_ca_topic_score_gemma":0.00001772733,"domain_scores_codex":[0.9972931,0.00008715082,0.0007480602,0.0003830117,0.0008474198,0.0006413106],"domain_scores_gemma":[0.9988896,0.0002111165,0.0003891841,0.0002381821,0.000006078863,0.0002657869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009174146,0.002999953,0.005931817,0.00009745563,0.001688663,0.0002332141,0.003617827,0.002053548,0.01819471,0.903949,0.01980125,0.04051513],"study_design_scores_gemma":[0.003962226,0.003490225,0.2612515,0.0001621754,0.0003801466,0.0001619916,0.01098552,0.0002830348,0.004071436,0.1507469,0.5635564,0.0009484012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4286833,0.000329502,0.3535784,0.01293289,0.0007129876,0.002128641,0.0001316344,0.00007263428,0.20143],"genre_scores_gemma":[0.953129,0.0001850797,0.04314246,0.001615217,0.0003452446,0.00003383902,0.00001372854,0.00002712461,0.001508291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532021,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134708037","doi":"10.1142/s146433320800307x","title":"AN EXPLORATORY VIEW OF EMERGING RELATIONSHIP BETWEEN CORPORATE SOCIAL AND FINANCIAL PERFORMANCE IN CANADA","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Athabasca University","funders":"Athabasca University","keywords":"Profitability index; Ranking (information retrieval); Corporate social responsibility; Accounting; Context (archaeology); Business; Exploratory research; Empirical research; Marketing; Finance; Public relations; Political science; Statistics; Geography","authors":[{"name":"Peter H. May","is_ca":false},{"name":"Anshuman Khare","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05200711014492138,"gpt":0.2752999087611096,"spread":0.2232927986161882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007433295,0.0001476914,0.0003139222,0.0003081785,0.0002223405,0.00002850629,0.000113423,0.0000354333,0.00001023706],"category_scores_gemma":[0.00003604145,0.0001497507,0.0000395561,0.0002735944,0.0001069369,0.001009987,0.0001612189,0.0001796706,5.180794e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004173902,"about_ca_system_score_gemma":0.0002549943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145574,"about_ca_topic_score_gemma":0.015276,"domain_scores_codex":[0.9984267,0.00004405305,0.0007551493,0.000162761,0.0004100685,0.0002012171],"domain_scores_gemma":[0.9985692,0.00004532012,0.001241378,0.00009305619,0.00001935361,0.0000316777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003416746,0.00006832367,0.9836893,0.0001835625,0.00001754809,0.00006094937,0.0002147753,0.00005182132,0.0001072716,0.001967732,0.0000292458,0.01357527],"study_design_scores_gemma":[0.0005515374,0.00003509303,0.9950317,0.00005051363,0.00004218326,0.000006356781,0.00116198,0.0001013251,0.00001103736,0.0009763351,0.001897731,0.0001341968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987527,0.00006275913,0.00005310563,0.0003033253,0.00006108449,0.0001814097,0.00000430678,0.000003848507,0.0005775354],"genre_scores_gemma":[0.9988351,0.0003091524,0.0002159513,0.0002400804,0.0003496485,0.000004669553,0.000005559954,0.00001250112,0.00002728742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344107,"threshold_uncertainty_score":0.9951271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297540187","doi":"10.1142/s1464333222500260","title":"Advancing Pluralism in Impact Assessment Through Research Capacity: Lessons from the Yukon Territory, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Association of Canadian Universities for Northern Studies","keywords":"Pluralism (philosophy); Indigenous; Boundary spanning; Political science; Centrality; Public relations; Sociology; Knowledge management; Epistemology; Computer science","authors":[{"name":"Samantha Darling","is_ca":true},{"name":"Blane Harvey","is_ca":true},{"name":"Gordon M. Hickey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03076669736086569,"gpt":0.3714647044926535,"spread":0.3406980071317878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00186171,0.0003463537,0.0004186378,0.0001285021,0.00105268,0.000106728,0.0008016998,0.00005307633,0.001826101],"category_scores_gemma":[0.00001361185,0.0002680289,0.0001576524,0.0003611386,0.0003846959,0.0006588395,0.002024904,0.001187148,0.000005200364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01234569,"about_ca_system_score_gemma":0.0001916891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3582312,"about_ca_topic_score_gemma":0.06417832,"domain_scores_codex":[0.9946418,0.0009245116,0.000759455,0.000440653,0.002387187,0.0008463542],"domain_scores_gemma":[0.9985811,0.0003113603,0.0004495328,0.0003993493,0.000003367149,0.0002552626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001904954,0.003149536,0.8813021,0.00003638901,0.0008091637,0.0008937675,0.006293952,0.02187963,0.01377096,0.003846665,0.04213174,0.02569557],"study_design_scores_gemma":[0.001290803,0.0003964166,0.9081388,0.00003411494,0.0000546077,0.00003804377,0.01104791,0.0001606487,0.00005676174,0.00362432,0.07485639,0.0003012395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792544,0.0001399605,0.00008829297,0.01004786,0.0003577866,0.0006460756,0.0002181012,0.000006601919,0.009240963],"genre_scores_gemma":[0.9942576,0.001208788,0.001873847,0.001851438,0.0002264794,0.00008121969,0.00002728869,0.00003526069,0.0004380854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2940529,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2434932412","doi":"10.1142/s1464333216500150","title":"Small Hydro Development in the Indian Himalaya : Implications for Environmental Assessment Reform","year":2016,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; University of Winnipeg","funders":"University of Winnipeg; Shastri Indo-Canadian Institute","keywords":"Small hydro; Hydropower; Environmental planning; Hydroelectricity; Environmental impact assessment; Public participation; Best practice; Environmental resource management; Business; Political science; Public administration; Geography; Engineering; Environmental science; Law","authors":[{"name":"Alan P. Diduck","is_ca":true},{"name":"A. John Sinclair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02636136326938872,"gpt":0.3912770855772849,"spread":0.3649157223078962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002220653,0.0003460059,0.0003430613,0.0003809417,0.0006581231,0.0001278386,0.0007056829,0.0001090967,0.0001727951],"category_scores_gemma":[0.00001685929,0.0002278084,0.0001752474,0.0001562987,0.0004670014,0.0005951247,0.0002818356,0.0002159426,0.00001554963],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005223542,"about_ca_system_score_gemma":0.0001491581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000889935,"about_ca_topic_score_gemma":0.0002177734,"domain_scores_codex":[0.9968688,0.0002883798,0.0009218381,0.000392041,0.0007656002,0.0007632644],"domain_scores_gemma":[0.9984885,0.0002052133,0.0006296184,0.000364142,0.000004616621,0.0003078718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003434484,0.009163331,0.2676389,0.000195903,0.001490043,0.0001784391,0.02064936,0.00007338131,0.03165014,0.1911829,0.002435923,0.4749983],"study_design_scores_gemma":[0.002840041,0.0004641704,0.7194545,0.00008936829,0.0001045708,0.00003098849,0.01299376,0.00000382894,0.0002018671,0.001663467,0.261742,0.0004114737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497171,0.0001675686,0.003389745,0.0236371,0.0002085084,0.002384442,0.0001334918,0.0000172768,0.02034479],"genre_scores_gemma":[0.987081,0.003967514,0.005772622,0.001122804,0.0002276272,0.0002251831,0.00001959133,0.00003357536,0.001550088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4745868,"threshold_uncertainty_score":0.9985952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225144605","doi":"10.1142/s1464333222500120","title":"Overcoming Divisive Strategic Environmental Assessments for Offshore Oil and Gas in Nova Scotia, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"College of the North Atlantic; Balsillie School of International Affairs; University of Waterloo; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Nova scotia; Offshore oil and gas; Stakeholder; Scope (computer science); Credibility; Government (linguistics); Environmental planning; Business; Environmental resource management; Submarine pipeline; Function (biology); Strategic environmental assessment; Political science; Environmental protection; Environmental impact assessment; Geography; Environmental science; Engineering; Public relations","authors":[{"name":"Anuja Kapoor","is_ca":true},{"name":"Gail S. Fraser","is_ca":true},{"name":"Angela Carter","is_ca":true},{"name":"Darin W. Brooks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01583847862005451,"gpt":0.2934530276075301,"spread":0.2776145489874756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004454901,0.0004312248,0.0005372762,0.0001284515,0.0002019758,0.0001142702,0.0002561395,0.0001042984,0.0006206774],"category_scores_gemma":[0.000009163799,0.0004262709,0.0001297845,0.0001567391,0.0002699704,0.0006009993,0.0007297286,0.000322039,0.00000597944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002494361,"about_ca_system_score_gemma":0.0001094867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01187663,"about_ca_topic_score_gemma":0.03524571,"domain_scores_codex":[0.9969604,0.000144879,0.0008190668,0.0005308602,0.0008955942,0.0006492275],"domain_scores_gemma":[0.9988,0.0001212264,0.0004618205,0.0002431343,0.000002944357,0.0003708726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000250584,0.003254329,0.7895165,0.000367688,0.0008941932,0.001356991,0.0007730991,0.001062338,0.04143973,0.003071618,0.001604089,0.1564088],"study_design_scores_gemma":[0.004926194,0.0005442979,0.9698789,0.0001614771,0.0002386449,0.0001946487,0.007183291,0.0004533687,0.0008470459,0.002810942,0.0119736,0.0007876274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876949,0.0002883272,0.0001166149,0.001207822,0.0002441328,0.0002574392,0.0001483392,0.000005102259,0.01003731],"genre_scores_gemma":[0.9894035,0.003665334,0.004058185,0.001033095,0.000126101,0.00001730127,0.00004395962,0.00004088551,0.001611584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1803623,"threshold_uncertainty_score":0.9998189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126803749","doi":"10.1142/s1464333208002993","title":"OFFSHORE HYDROCARBON AND SYNTHETIC HYDROCARBON SPILLS IN EASTERN CANADA: THE ISSUE OF FOLLOW-UP AND EXPERIENCE","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Oil spill; Submarine pipeline; Environmental science; Hydrocarbon; Extraction (chemistry); Petroleum engineering; Environmental impact assessment; Process (computing); Engineering; Environmental engineering; Computer science; Geotechnical engineering; Chemistry; Ecology","authors":[{"name":"Gail S. Fraser","is_ca":true},{"name":"Joanne I. Ellis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009637246132326013,"gpt":0.2518382084276061,"spread":0.2422009622952801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002494233,0.0002501396,0.0003510772,0.00008419178,0.0001695932,0.00002146631,0.0002219763,0.00005237721,0.00009063479],"category_scores_gemma":[0.000007999492,0.0001875357,0.00005263333,0.0001194109,0.0006419657,0.0002982531,0.0005259886,0.0001918742,0.000001416458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005290657,"about_ca_system_score_gemma":0.00002544878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02339316,"about_ca_topic_score_gemma":0.006104053,"domain_scores_codex":[0.9980832,0.0001013391,0.0005465333,0.0002654898,0.0006772768,0.0003261729],"domain_scores_gemma":[0.9992192,0.00005895541,0.0003438875,0.0001849146,0.000001269334,0.0001917684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007803917,0.000392473,0.9747124,0.00005583527,0.0001267447,0.0001769072,0.003637238,0.0001407108,0.005567747,0.0002386269,0.0002782722,0.014595],"study_design_scores_gemma":[0.001235983,0.0002744488,0.9887612,0.00005631595,0.00005978239,0.0001212273,0.004462114,0.0002855526,0.000454107,0.0002280046,0.003841162,0.0002201248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942741,0.0003017649,0.00001757894,0.0009770975,0.00009668596,0.0003135403,0.000007829909,0.000002383001,0.004009042],"genre_scores_gemma":[0.9930192,0.005420656,0.0002126759,0.0006070952,0.00004553959,0.00001243552,0.00000121539,0.00001565755,0.0006655453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01728911,"threshold_uncertainty_score":0.9831101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077959193","doi":"10.1142/s1464333209003427","title":"COMPARATIVE ANALYSIS OF SEA LEGAL REQUIREMENTS AND INSTITUTIONAL STRUCTURE IN CHINA (MAINLAND), CANADA AND THE UK (ENGLAND)","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mainland China; China; Strategic environmental assessment; Government (linguistics); Sustainable development; Mainland; Political science; Corporate governance; Environmental planning; Harmonious Society; Environmental resource management; Environmental protection; Business; Environmental impact assessment; Public administration; Geography; Law; Environmental science","authors":[{"name":"Kai-Yi Zhou","is_ca":false},{"name":"William R. Sheate","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007204780354172775,"gpt":0.2766784964344804,"spread":0.2694737160803076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004011011,0.0002113504,0.000488762,0.0001624105,0.0001737048,0.00004246655,0.000160702,0.00004213068,0.0001383605],"category_scores_gemma":[0.000005189644,0.0001458226,0.00006803315,0.0002628992,0.0004967984,0.000311767,0.000238081,0.0001942897,1.942007e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006017931,"about_ca_system_score_gemma":0.00002950457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03502424,"about_ca_topic_score_gemma":0.0402178,"domain_scores_codex":[0.9982636,0.0001379989,0.0005177946,0.0002086285,0.0006319495,0.0002400197],"domain_scores_gemma":[0.9993249,0.00005005182,0.0003588118,0.0001216196,0.000001791695,0.0001428799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000370977,0.0004586961,0.9645067,0.00002843923,0.001405963,0.00011052,0.001851463,0.004071208,0.001950191,0.006664522,0.0002285898,0.01835267],"study_design_scores_gemma":[0.002761718,0.0001697454,0.9932296,0.00001975778,0.000366091,0.00002319077,0.0005038367,0.000602941,0.00004495693,0.0009130733,0.00122612,0.0001389367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949972,0.0001460279,0.00005832038,0.0008805714,0.00004206687,0.0002788498,0.0000690034,0.000001326129,0.003526639],"genre_scores_gemma":[0.9971762,0.001428419,0.0006175275,0.0006036321,0.00003627477,0.000002999204,0.00001412054,0.000003688638,0.0001171853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02872287,"threshold_uncertainty_score":0.9772957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154315974","doi":"10.1142/s1464333211003845","title":"QUALITY OF LIFE ASSESSMENTS AND SOCIAL SUSTAINABILITY: SKI TOURISM DEVELOPMENT IN INVERMERE, BRITISH COLUMBIA","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Sustainability; Quality of life (healthcare); Sustainable development; Environmental planning; Social impact; Quality (philosophy); Environmental impact assessment; Community development; Sustainable tourism; Environmental resource management; Business; Geography; Political science; Economic growth; Psychology; Sociology; Environmental science; Economics","authors":[{"name":"Alison Jean Aspinall","is_ca":false},{"name":"Judie Cukier","is_ca":true},{"name":"Brent Doberstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04036357774797265,"gpt":0.3588323303747988,"spread":0.3184687526268262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00237405,0.0001180311,0.0003733732,0.0002182301,0.000319979,0.0001953379,0.000285227,0.0000817141,0.0003043685],"category_scores_gemma":[0.00005893441,0.0001616412,0.00007261294,0.0001482939,0.0005383338,0.0005094012,0.0004792936,0.000219415,8.625194e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008075821,"about_ca_system_score_gemma":0.0003064386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02756776,"about_ca_topic_score_gemma":0.006731064,"domain_scores_codex":[0.9972645,0.0003869944,0.0007430171,0.0002278006,0.0009735497,0.0004041267],"domain_scores_gemma":[0.9991056,0.0000544843,0.0004814763,0.0001013358,0.00003784899,0.0002191994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009776318,0.002010189,0.8287768,0.0003613528,0.0003106783,0.0003417732,0.006012113,0.000001088564,0.00003914728,0.01482241,0.001713615,0.1455131],"study_design_scores_gemma":[0.001301075,0.0001315448,0.9623472,0.00003348086,0.00001875476,0.000002003469,0.01982846,0.000001450984,0.000004661729,0.006201981,0.009977331,0.000152073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763339,0.000081083,0.00005385479,0.0005293359,0.00006129272,0.0004547767,0.000009769438,0.000005146485,0.02247081],"genre_scores_gemma":[0.9935697,0.001329998,0.003257762,0.0001741611,0.00009178033,0.00001267995,0.000001646706,0.00001025425,0.001551962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.145361,"threshold_uncertainty_score":0.9789078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025288144","doi":"10.1142/s1464333208002956","title":"SUSTAINABILITY IMPACT ASSESSMENT OF TRADE AGREEMENTS: FROM PUBLIC DIALOGUE TO INTERNATIONAL GOVERNANCE","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Negotiation; Corporate governance; Sustainability; Commission; Process (computing); Impact assessment; European commission; International trade; Multi-level governance; Political science; Global governance; Business; Economics; Public economics; Public administration; European union; Finance","authors":[{"name":"Clive George","is_ca":false},{"name":"Colin Kirkpatrick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0125461996751304,"gpt":0.3150926406265338,"spread":0.3025464409514034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005162766,0.0003831134,0.0005347346,0.0001636751,0.0002226874,0.00005399786,0.0006641384,0.00009005779,0.001642221],"category_scores_gemma":[0.00003300636,0.0003318028,0.0002914737,0.0002556826,0.0004428219,0.0009651161,0.0009690735,0.0002791652,0.00001313203],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004089038,"about_ca_system_score_gemma":0.00007957632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005215256,"about_ca_topic_score_gemma":0.00002663924,"domain_scores_codex":[0.9964209,0.0001725854,0.0009805764,0.0004266484,0.001477759,0.0005215246],"domain_scores_gemma":[0.9982489,0.00008162377,0.0008020833,0.0003600818,0.000008236215,0.0004990961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001091219,0.003177081,0.949129,0.00003269888,0.0008654396,0.0001725064,0.00119378,0.001333804,0.007868384,0.001817243,0.003562805,0.03073813],"study_design_scores_gemma":[0.001485568,0.0006178313,0.9804923,0.00002824869,0.00007443183,0.00002852555,0.0007767001,0.000108563,0.000150515,0.001063747,0.01487833,0.0002952545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818348,0.00005398591,0.001815177,0.004403796,0.0002865792,0.0006400125,0.0002182644,0.00001082174,0.01073651],"genre_scores_gemma":[0.9896494,0.002335087,0.006633101,0.000712047,0.0001953251,0.00002551018,0.00003331923,0.00002802865,0.0003881482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03136328,"threshold_uncertainty_score":0.9999134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606350886","doi":"10.1142/s1464333217500041","title":"New Process, Same Doubts: Participants’ Perceptions of Strategic Environmental Assessment in Western Newfoundland","year":2017,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Distrust; Credibility; Process (computing); Strategic environmental assessment; Feeling; Perception; Public relations; Order (exchange); Environmental planning; Political science; Psychology; Environmental resource management; Environmental impact assessment; Business; Social psychology; Geography; Environmental science; Computer science; Law","authors":[{"name":"Morgan Vespa","is_ca":true},{"name":"A. John Sinclair","is_ca":true},{"name":"Morrissa Boerchers","is_ca":true},{"name":"Robert Gibson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03531675521902468,"gpt":0.3561893757904347,"spread":0.3208726205714101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006566212,0.0004645385,0.000672059,0.0002097219,0.0004351181,0.0001984667,0.0007817803,0.0001377398,0.001547249],"category_scores_gemma":[0.000007584379,0.0004209747,0.0002066548,0.00009772323,0.0006541154,0.001362434,0.0008205492,0.0004634697,0.00003668344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562953,"about_ca_system_score_gemma":0.00007263346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008280536,"about_ca_topic_score_gemma":0.0004820217,"domain_scores_codex":[0.9963885,0.0001391549,0.001132012,0.0004750478,0.001151931,0.0007133484],"domain_scores_gemma":[0.9975898,0.00004513128,0.00127632,0.0005719661,0.000002331454,0.0005144213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006981815,0.001295004,0.9801966,0.00005390262,0.0001820407,0.00008579719,0.000856408,0.0005036466,0.007684836,0.0005691285,0.00007441365,0.008428388],"study_design_scores_gemma":[0.002972872,0.0005797958,0.9877194,0.0001097179,0.0001683599,0.0000332369,0.003624634,0.0001093628,0.00008462408,0.003403158,0.0008035472,0.0003912667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985154,0.00006076942,0.0002999039,0.0009221045,0.0001734633,0.000582866,0.00004987048,0.000008289338,0.01274872],"genre_scores_gemma":[0.9919978,0.002673335,0.003087096,0.0002478161,0.0001808239,0.00002440445,0.00001398995,0.00004024143,0.001734503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101422,"threshold_uncertainty_score":0.9998242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2301770962","doi":"10.1142/s1464333216500046","title":"Following-Up on Uncertain Environmental Assessment Predictions: The Case of Offshore Oil Projects and Seabirds Off Newfoundland and Labrador","year":2016,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"Government of Canada","keywords":"Submarine pipeline; Certainty; Environmental impact assessment; Uncertainty analysis; Environmental science; Geography; Environmental resource management; Environmental protection; Engineering; Oceanography; Ecology; Geology; Mathematics","authors":[{"name":"Gail S. Fraser","is_ca":true},{"name":"Janet Russell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01199620404245142,"gpt":0.2921640923978797,"spread":0.2801678883554282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008363537,0.0004468877,0.0004866002,0.0001659246,0.0004813197,0.00008675842,0.0002609364,0.0001141326,0.0002622023],"category_scores_gemma":[0.00001463559,0.0002746603,0.0001702774,0.000133025,0.000894379,0.0006628009,0.0007523633,0.0002743548,0.000006998761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231293,"about_ca_system_score_gemma":0.00002710528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002882206,"about_ca_topic_score_gemma":0.000112186,"domain_scores_codex":[0.9971813,0.0002650492,0.0007517429,0.0004843051,0.0008321215,0.000485481],"domain_scores_gemma":[0.9985047,0.0002230079,0.0005854971,0.0003436079,0.00000227131,0.0003409313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003099074,0.002468774,0.4430082,0.0001823062,0.001477872,0.001324754,0.003025117,0.0001367778,0.02051426,0.004086817,0.001346502,0.5221187],"study_design_scores_gemma":[0.004472534,0.001797164,0.971903,0.0002199375,0.0004756147,0.0009023483,0.007278165,0.0001803438,0.0001596289,0.0008798083,0.01121842,0.0005130498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926566,0.0002671844,0.0001408252,0.002322858,0.0002182245,0.0004957892,0.0001113561,0.00001180531,0.003775317],"genre_scores_gemma":[0.985691,0.01033854,0.000970063,0.0005135123,0.0001303648,0.00004374356,0.000005643509,0.00003855599,0.002268554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5288948,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}